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  • 1
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : Helion | Boston, MA : Safari
    ISBN: 9788328372283
    Language: English , Polish
    Pages: 1 online resource (184 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: Autorka Liz Rice, wiceprezydent działu Open Source Engineering w firmie Aqua Security, pokazała, jak w systemie Linux zostały skonstruowane komponenty, na podstawie których są najczęściej tworzone kontenery. Dzięki tej książce zrozumiesz, co się dzieje podczas wdrażania kontenerów i poznasz potencjalne niebezpieczeństwa zagrażające Twoim wdrożeniom. Jeżeli za pomocą poleceń kubectrl lub docker uruchamiasz aplikacje w kontenerach i używasz poleceń powłoki systemu Linux, takich jak ps i grep, masz wiedzę wystarczającą do rozpoczęcia lektury.
    Note: Online resource; Title from title page (viewed February 10, 2025) , Mode of access: World Wide Web.
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  • 2
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : Helion | Boston, MA : Safari
    ISBN: 9788328361508
    Language: English , Polish
    Pages: 1 online resource (1496 pages)
    Edition: 5th edition
    Keywords: Electronic books ; local ; Electronic books
    Abstract: To kompleksowy podręcznik do nauki programowania w Pythonie. Jego piąte wydanie zostało gruntownie zaktualizowane i rozbudowane o dodatkowe treści. Omówiono tu najnowsze wersje Pythona w liniach 3.X i 2.X, czyli 3.3 i 2.7, i dodano opisy nowych lub rozszerzonych mechanizmów, takich jak obsługa formatu JSON, moduł timeit, pakiet PyPy, metoda os.popen, generatory, rekurencje, słabe referencje, atrybuty i metody __mro__, __iter__, super, __slots__, metaklasy, deskryptory, funkcja random, pakiet Sphinx i wiele innych. W książce znalazło się mnóstwo ćwiczeń, quizów, pomocnych ilustracji oraz przykładów kodu. Jest to kompendium dla każdego, kto chce szybko zacząć programować w Pythonie i tworzyć wydajny kod o wysokiej jakości.
    Note: Online resource; Title from title page (viewed August 5, 2024) , Mode of access: World Wide Web.
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  • 3
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : Helion | Boston, MA : Safari
    ISBN: 9788328363830
    Language: English , Polish
    Pages: 1 online resource (264 pages)
    Edition: 2nd edition
    Keywords: Electronic books ; local
    Abstract: Frameworki bardzo ułatwiają życie programistom. Pozwalają na szybkie tworzenie nawet rozbudowanych aplikacji, ale praca z frameworkiem najczęściej oznacza duże ograniczenia w doborze technologii. Wszystko jest w porządku, dopóki deweloper stosuje dokładnie te rozwiązania, które zaplanowali twórcy frameworka. Jeśli jednak zechce użyć innej bazy danych albo wykorzystać własną, autorską metodę uwierzytelniania użytkowników, może napotkać różne nieprzewidziane problemy. Szczęśliwie nie wszystkie mikrośrodowiska zachowują się w ten sposób. Framework napisany w Pythonie Flask, w odróżnieniu od typowych frameworków, umożliwia swobodne dobieranie technologii i komponentów aplikacji, a nawet tworzenie własnych rozwiązań. Oznacza to, że Flask pozwoli Ci zachować pełną kontrolę nad budowanym oprogramowaniem!
    Note: Online resource; Title from title page (viewed March 11, 2024) , Mode of access: World Wide Web.
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  • 4
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : Helion | Boston, MA : Safari
    ISBN: 9788328364813
    Language: English , Polish
    Pages: 1 online resource (336 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: Przedsiębiorstwa z branży technologicznej ciągle mierzą się z silną konkurencją. Nietrudno zrozumieć, co stanowi o przewadze firmy niezależnie od branży czy wielkości. Wygrywanie wymaga utrzymywania przewagi konkurencyjnej, jaką jest zdolność określania, wdrażania i osiągania poziomów wydajności nieosiągalnych dla konkurencji. Najczęściej przewaga konkurencyjna ma dwa źródła. Pierwszym jest dostarczanie funkcjonalnych rozwiązań, które dają radość użytkownikom. Drugim — wykorzystywanie właściwych danych do wdrażania odpowiedniej strategii, która wciąż podlega optymalizacji. Zastosowanie w tych działaniach rozwiązań z dziedziny sztucznej inteligencji znacznie przyczynia się do sukcesu firmy.
    Note: Online resource; Title from title page (viewed July 22, 2024) , Mode of access: World Wide Web.
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  • 5
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : Helion | Boston, MA : Safari
    ISBN: 9788328362055
    Language: English , Polish
    Pages: 1 online resource (528 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: Ta książka jest podręcznikiem dla praktyków. Zawiera zbiór narzędzi, katalog metod, przewodnik ułatwiający pracę, mnóstwo przykładów i studiów przypadku. Znalazły się tutaj również jasne wskazówki dotyczące przeprowadzania procesu projektowania usług. Opisano, jak łatwo doprowadzić środowiska biznesowe i specjalistów od projektowania do współpracy. Po ogólniejszym omówieniu procesu ustanawiania i realizowania inicjatyw w zakresie projektowania usług zaprezentowano także szczegóły facylitacji przedsięwzięcia i kształtowania jego otoczenia. Wiele spośród uwzględnionych w tekście metod i narzędzi zostało już dobrze opisanych. Tutaj natomiast, poza ich prezentacją, dodano szereg wskazówek i porad najlepszych ekspertów w dziedzinie projektowania usług. W ten sposób umożliwiono powiązanie doświadczenia z działalnością operacyjną i sukcesem biznesowym oraz budowaniem kultury klientocentryzmu.
    Note: Online resource; Title from title page (viewed November 25, 2024) , Mode of access: World Wide Web.
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  • 6
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : Helion | Boston, MA : Safari
    ISBN: 9788328365582
    Language: English , Polish
    Pages: 1 online resource (256 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: Z tego zwięzłego przewodnika po technikach uczenia maszynowego opartego na strukturalnych danych skorzystają programiści, badacze, osoby zajmujące się nauką o danych oraz twórcy systemów sztucznej inteligencji. Znalazł się tu wyczerpujący opis procesu uczenia maszynowego i klasyfikacji danych strukturalnych. Przedstawiono też metody klastrowania danych, analizy regresji, redukcji wymiarowości oraz inne ważne zagadnienia. Prezentowane treści zostały zilustrowane uwagami, tabelami i przykładami kodu. Nie zabrakło opisu przydatnych bibliotek, niezwykle użytecznych w pracy analityka danych. W efekcie książka pozwala na szybkie rozwiązywanie różnego rodzaju problemów związanych z przetwarzaniem danych strukturalnych.
    Note: Online resource; Title from title page (viewed June 17, 2024) , Mode of access: World Wide Web.
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  • 7
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : Helion | Boston, MA : Safari
    ISBN: 9788328367210
    Language: English , Polish
    Pages: 1 online resource (432 pages)
    Edition: 3rd edition
    Keywords: Electronic books ; local
    Abstract: Ta książka jest szerokim, aktualnym i praktycznym przeglądem metod analizy szeregów czasowych, w którym ujęto pełny potok przetwarzania danych czasowych i modelowania. Zaprezentowano w niej rzeczywiste przypadki użycia tych metod i zilustrowano je obszernymi fragmentami znakomicie zaprojektowanego kodu w językach R i Python. Znalazły się tutaj praktyczne wskazówki ułatwiające rozwiązywanie najczęstszych problemów występujących w inżynierii danych czasowych i ich analizie. Ujęto tu zarówno konwencjonalne metody statystyczne, jak i nowoczesne techniki uczenia maszynowego. To bardzo przydatny przewodnik, dzięki któremu analitycy danych, inżynierowie oprogramowania i naukowcy będą mogli płynnie przejść od podstaw pracy z szeregami czasowymi do rozwiązywania konkretnych zagadnień na profesjonalnym poziomie.
    Note: Online resource; Title from title page (viewed September 23, 2024) , Mode of access: World Wide Web.
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  • 8
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : Helion | Boston, MA : Safari
    ISBN: 9788328368309
    Language: English , Polish
    Pages: 1 online resource (464 pages)
    Edition: 5th edition
    Keywords: Electronic books ; local
    Abstract: Dzięki tej książce dowiesz się, jak sobie z tym poradzić. Znalazło się w niej krótkie wprowadzenie do Pythona oraz do automatyzacji przetwarzania tekstu i obsługi systemu plików, a także do pisania własnych narzędzi wiersza poleceń. Zaprezentowano również przydatne narzędzia linuksowe, systemy zarządzania pakietami oraz systemy budowania, monitorowania i automatycznego testowania kodu. Zagadnienia te szczególnie zainteresują specjalistów DevOps. Ponadto zawarto tu podstawowe informacje o chmurze obliczeniowej, usługach IaC i systemach Kubernetes. Omówiono zasady uczenia maszynowego i inżynierii danych z perspektywy DevOps. Przedstawiono także kompletny przewodnik po procesach budowania, wdrażania oraz operacyjnego wykorzystywania modelu uczenia maszynowego z użyciem systemów Flask, sklearn, Docker i Kubernetes.
    Note: Online resource; Title from title page (viewed November 25, 2024) , Mode of access: World Wide Web.
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  • 9
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : Helion | Boston, MA : Safari
    ISBN: 9788328367395
    Language: English , Polish
    Pages: 1 online resource (760 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: Ta książka została napisana z myślą o doświadczonych programistach. Podstawowe zagadnienia, takie jak klasy, polimorfizm i kolekcje, znalazły się w kilku pierwszych rozdziałach, jednak zrozumienie treści całej publikacji wymaga umiejętności technicznych. Została poświęcona ważnym koncepcjom C# i tajnikom tego języka, które rzadko kiedy są opisywane w literaturze. Dokładnie omówiono tu typy ogólne, LINQ oraz techniki programowania asynchronicznego. Przedstawiono najnowsze możliwości platformy .NET Core i języka C# 8.0, takie jak strumienie asynchroniczne, referencje akceptujące wartości puste, dopasowywanie wzorców, domyślne implementacje interfejsów, zakresy, a także nową składnię indeksowania oraz zmiany w narzędziach platformy .NET. Liczne rozbudowane przykłady stanowią świetne uzupełnienie prezentowanych treści.
    Note: Online resource; Title from title page (viewed November 3, 2024) , Mode of access: World Wide Web.
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  • 10
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : Helion | Boston, MA : Safari
    ISBN: 9788328371149
    Language: English , Polish
    Pages: 1 online resource (320 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: Ta książka jest przeznaczona dla średnio zaawansowanych i początkujących programistów, którzy chcą poznać narzędzia ułatwiające tworzenie różnych aplikacji w JavaScripcie. Przedstawiono tu kompletne instrumentarium, dzięki któremu można tworzyć kod aplikacji w stylu CRUD działającej na każdej platformie. Opisano, w jaki sposób należy przygotować sobie środowisko programistyczne do pracy, omówiono sposób tworzenia API za pomocą Node i Express, bazy danych MongoDB oraz serwera Apollo. Sporo miejsca poświęcono tworzeniu interfejsów użytkownika niezależnych od platformy za pomocą różnych narzędzi. Poszczególne zagadnienia zilustrowano praktycznymi przykładami działającego kodu. Dzięki tej publikacji nawet początkujący programista zacznie szybko podejmować świadome decyzje technologiczne.
    Note: Online resource; Title from title page (viewed November 4, 2024) , Mode of access: World Wide Web.
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  • 11
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : Helion | Boston, MA : Safari
    ISBN: 9788328364059
    Language: English , Polish
    Pages: 1 online resource (256 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: To książka przeznaczona dla programistów, którzy chcą maksymalnie wykorzystać możliwości Kubernetesa, również poprzez pisanie własnych zasobów. W praktyczny sposób pokazuje, jak rozwijać natywne, działające w chmurze aplikacje dla Kubernetesa. Wyjaśnia, w jaki sposób działa biblioteka API client-go i jak należy budować zasoby niestandardowe. Znalazło się tu obszerne i szczegółowe omówienie interfejsu programowania i działania platformy Kubernetes, a także pisania stabilnego oprogramowania w języku Go. Nie zabrakło szeregu wskazówek dotyczących samego pisania kodu oraz przeprowadzania testów. Dużo uwagi poświęcono niestandardowym zasobom, kontrolerom, webhookom i niestandardowym serwerom API oraz wzorcom rozszerzania Kubernetesa.
    Note: Online resource; Title from title page (viewed May 27, 2024) , Mode of access: World Wide Web.
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  • 12
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : Helion | Boston, MA : Safari
    ISBN: 9788328360020
    Language: English , Polish
    Pages: 1 online resource (768 pages)
    Edition: 2nd edition
    Keywords: Electronic books ; local
    Abstract: To drugie wydanie bestsellerowego przewodnika po technikach uczenia maszynowego. Wystarczą minimalne umiejętności programistyczne, aby dzięki tej książce nauczyć się budowania i trenowania głębokiej sieci neuronowej. Zawarto tu minimum teorii, a proces nauki jest ułatwiony przez liczne przykłady i ćwiczenia. Wykorzystano gotowe rozwiązania i przedstawiono zasady pracy ze specjalistycznymi narzędziami, w tym z TensorFlow 2, najnowszą odsłoną modułu. W efekcie niepostrzeżenie przyswoisz niezbędny zasób pojęć i narzędzi służących do tworzenia systemów inteligentnych. Poznasz różnorodne techniki i zaczniesz samodzielnie ich używać. Po lekturze będziesz biegle posługiwać się najnowszymi technologiami sztucznej inteligencji!
    Note: Online resource; Title from title page (viewed August 5, 2024) , Mode of access: World Wide Web.
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  • 13
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : Helion | Boston, MA : Safari
    ISBN: 9788328364035
    Language: English , Polish
    Pages: 1 online resource (240 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: Kubernetes jest platformą do orkiestracji kontenerów. Projekt ten należy dziś do najpopularniejszych i najbogatszych narzędzi w swojej klasie, stanowi także podstawę dla wielu innych platform, znanych jako systemy typu PaaS. Dzięki nim Kubernetes zyskał możliwość tworzenia aplikacji, jednak tego rodzaju narzędzia wymagają od programistów i architektów zastosowania odpowiednich wzorców projektowych. Opisują one schematy rozwiązywania problemów na różnych poziomach dokładności, a tym samym umożliwiają efektywne projektowanie i implementację nowoczesnych, elastycznych natywnych aplikacji chmurowych w Kubernetesie.
    Note: Online resource; Title from title page (viewed May 12, 2024) , Mode of access: World Wide Web.
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  • 14
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (70 pages)
    Edition: 1st edition
    DDC: 004
    Keywords: Information technology ; Information retrieval ; Databases ; Data mining ; Electronic books
    Abstract: As an aspiring data scientist, you appreciate why organizations rely on data for important decisions--whether it's for companies designing websites, cities deciding how to improve services, or scientists discovering how to stop the spread of disease. And you want the skills required to distill a messy pile of data into actionable insights. We call this the data science lifecycle: the process of collecting, wrangling, analyzing, and drawing conclusions from data. Learning Data Science is the first book to cover foundational skills in both programming and statistics that encompass this entire lifecycle. It's aimed at those who wish to become data scientists or who already work with data scientists, and at data analysts who wish to cross the "technical/nontechnical" divide. If you have a basic knowledge of Python programming, you'll learn how to work with data using industry-standard tools like pandas. Refine a question of interest to one that can be studied with data Pursue data collection that may involve text processing, web scraping, etc. Glean valuable insights about data through data cleaning, exploration, and visualization Learn how to use modeling to describe the data Generalize findings beyond the data
    Note: Online resource; Title from title page (viewed May 25, 2023) , Mode of access: World Wide Web.
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  • 15
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    ISBN: 9781098107499 , 1098107497
    Language: English
    Pages: 1 online resource (66 pages)
    Edition: 1st edition
    Parallel Title: Erscheint auch als
    DDC: 005.75/65
    Keywords: Database management Software ; Data mining Software ; Electronic books ; local ; Electronic books
    Abstract: Analytics projects are frequently long-drawn-out affairs, requiring multiple teams and skills to clean, join, and eventually turn data into analysis for timely decision-making. Alteryx Designer changes all of that. With this low-code, self-service, drag-and-drop workflow platform, new and experienced data and business analysts can deliver results in hours instead of weeks. This practical book shows you how to master all areas of Alteryx Designer quickly. Author and Alteryx ACE Joshua Burkhow starts with the basics of building a workflow, then introduces more than 200 tools for working with intermediate and advanced analytics functionality. With Alteryx Designer's all-in-one toolkit, you'll migrate from legacy analytics software or Excel with ease. Ready to work with data quickly and efficiently? This guide gets you started. Learn the fundamentals of cleaning, prepping, and analyzing data with Alteryx Designer Install, navigate, and quickly become competent with the Alteryx Designer layout and functionality Construct accurate, performant, reliable, and well-documented workflows that automate business processes Learn intermediate techniques using spatial analytics, reporting, and in-database tools Dive into advanced Alteryx capabilities, including predictive and machine learning tools Get introduced to the entire Alteryx Analytic Process Automation (APA) Platform
    Note: Online resource; Title from title page (viewed March 25, 2023) , Mode of access: World Wide Web.
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  • 16
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (90 pages)
    Edition: 1st edition
    Keywords: Electronic books
    Abstract: Kubernetes has become the primary platform for deploying and managing cloud native applications. But because it was originally designed for stateless workloads, working with data on Kubernetes has been challenging. If you want to avoid the inefficiencies and duplicative costs of having separate infrastructure for applications and data, this practical guide can help. Using Kubernetes as your platform, you'll discover open source technologies that are designed and built for the cloud. Delve into case studies to avoid the pitfalls others have faced and explore new use cases. Get an insider's view of what's coming from the innovators who are creating next-generation architectures and infrastructure. And you'll learn how to: Manage different data use cases on Kubernetes Reduce costs and simplify application development Leverage data and infrastructure to create new use cases and business models Make data infrastructure choices that are cost-efficient, secure, scalable, and elastic And more
    Note: Online resource; Title from title page (viewed January 25, 2023) , Mode of access: World Wide Web.
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  • 17
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (54 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local ; Electronic books
    Abstract: Companies are scrambling to integrate AI into their systems and operations. But to build truly successful solutions, you need a firm grasp of the underlying mathematics. This accessible guide walks you through the math necessary to thrive in the AI field such as focusing on real-world applications rather than dense academic theory. Engineers, data scientists, and students alike will examine mathematical topics critical for AI--including regression, neural networks, optimization, backpropagation, convolution, Markov chains, and more--through popular applications such as computer vision, natural language processing, and automated systems. And supplementary Jupyter notebooks shed light on examples with Python code and visualizations. Whether you're just beginning your career or have years of experience, this book gives you the foundation necessary to dive deeper in the field. Understand the underlying mathematics powering AI systems, including generative adversarial networks, random graphs, large random matrices, mathematical logic, optimal control, and more Learn how to adapt mathematical methods to different applications from completely different fields Gain the mathematical fluency to interpret and explain how AI systems arrive at their decisions
    Note: Online resource; Title from title page (viewed February 25, 2023) , Mode of access: World Wide Web.
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  • 18
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (166 pages)
    Edition: 2nd edition
    Keywords: Electronic books
    Abstract: Learn how easy it is to apply sophisticated statistical and machine learning methods to real-world problems when you build using Google Cloud Platform (GCP). This hands-on guide shows data engineers and data scientists how to implement an end-to-end data pipeline, using statistical and machine learning methods and tools on GCP. Through the course of this updated second edition, you'll work through a sample business decision by employing a variety of data science approaches. Follow along by implementing these statistical and machine learning solutions in your own project on GCP, and discover how this platform provides a transformative and more collaborative way of doing data science. You'll learn how to: Employ best practices in building highly scalable data and ML pipelines on Google Cloud Automate and schedule data ingest using Cloud Run Create and populate a dashboard in Data Studio Build a real-time analytics pipeline using Pub/Sub, Dataflow, and BigQuery Conduct interactive data exploration with BigQuery Create a Bayesian model with Spark on Cloud Dataproc Forecast time series and do anomaly detection with BigQuery ML Aggregate within time windows with Dataflow Train explainable machine learning models with Vertex AI Operationalize ML with Vertex AI Pipelines
    Note: Online resource; Title from title page (viewed January 25, 2023) , Mode of access: World Wide Web.
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  • 19
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : Tecniche Nuove | Boston, MA : Safari
    ISBN: 9788848141130
    Language: English , Italian
    Pages: 1 online resource (264 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: Negli ultimi dieci anni, con il ritorno delle reti neurali, la comprensione del Deep Learning è diventata essenziale e questo manuale fornisce un’introduzione approfondita per i data scientist e gli ingegneri del software con precedenti esperienze nel machine learning. Inizierete con le basi del Deep Learning e passerete rapidamente ai dettagli di importanti architetture avanzate, implementando tutto da zero. L’autore Seth Weidman vi mostra come funzionano le reti neurali usando un approccio basato su principi primi. Imparerete come applicare da zero le reti neurali multistrato, le reti neurali convoluzionali e quelle ricorrenti. Acquisendo una comprensione dettagliata di come queste reti funzionino matematicamente, computazionalmente e concettualmente, porterete a termine con successo i vostri futuri progetti di Deep Learning.
    Note: Online resource; Title from title page (viewed September 21, 2023) , Mode of access: World Wide Web.
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  • 20
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (66 pages)
    Edition: 1st edition
    Keywords: Electronic books
    Abstract: Get started with Ray, the open source distributed computing framework that greatly simplifies the process of scaling compute-intensive Python workloads. With this practical book, Python programmers, data engineers, and data scientists will learn how to leverage Ray locally and spin up compute clusters. You'll be able to use Ray to structure and run machine learning programs at scale. Authors Max Pumperla, Edward Oakes, and Richard Liaw show you how to build reinforcement learning applications that serve trained models with Ray. You'll understand how Ray fits into the current landscape of data science tools and discover how this programming language continues to integrate ever more tightly with these tools. Distributed computation is hard, but with Ray you'll find it easy to get started. Learn how to build your first distributed application with Ray Core Conduct hyperparameter optimization with Ray Tune Use the Ray RLib library for reinforcement learning Manage distributed training with the RaySGD library Use Ray to perform data processing Learn how work with Ray Clusters and serve models with Ray Serve Build an end-to-end machine learning application with Ray
    Note: Online resource; Title from title page (viewed April 25, 2023) , Mode of access: World Wide Web.
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  • 21
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (26 pages)
    Edition: 1st edition
    Keywords: Electronic books
    Abstract: With the accelerating speed of business and the increasing dependence on technology, companies today are significantly changing the way they build in-house business solutions. Many now use low-code and no code technologies to help them deal with specific issues, but that's just the beginning. With this practical guide, power users and developers will discover ways to resolve everyday challenges by building end-to-end solutions with the Microsoft Power Platform. Author Jason Rivera, who specializes in SharePoint and the Microsoft 365 solution architecture, provides a comprehensive overview of how to use the Power Platform to build end-to-end solutions that address tactical business needs. By learning key components of the platform, including Power Apps, Power Automate, and Power BI, you'll be able to build low-code and no code applications, automate repeatable business processes, and create interactive reports from available data. Learn how the Power Platform apps work together Incorporate AI into the Power Platform without extensive ML or AI knowledge Create end-to-end solutions to solve tactical business needs, including data collection, process automation, and reporting Build AI-based solutions using Power Virtual Agents and AI Builder
    Note: Online resource; Title from title page (viewed March 25, 2023) , Mode of access: World Wide Web.
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  • 22
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    Online Resource
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (75 pages)
    Edition: 1st edition
    Keywords: Electronic books
    Abstract: Advances in machine learning techniques, the cloud, and the ability to leverage hardware acceleration have changed the way we work with data — adding entirely new capabilities and business models to the mix. But the demand for processing training data has outpaced the increase in computation power. This practical and comprehensive guide will show you how to distribute your machine learning workload across multiple machines and turn centralized systems into distributed ones. Machine Learning with Spark examines various technologies for building end-to-end distributed machine learning platforms based on the Apache Spark ecosystem with Spark MLlib, TensorFlow, Horovod, PyTorch, and more. This book shows you when to use each technology and why. You'll also learn how to: Build efficient parallelization of the training process Create a coherent model Leverage a set of open source tools to build scalable end-to-end ML platform Enable more advanced, tailor-made products Use distributed ML techniques to increase the quality of predictions and ML modules Design practical distributed machine learning systems
    Note: Online resource; Title from title page (viewed February 25, 2023) , Mode of access: World Wide Web.
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  • 23
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    Online Resource
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (38 pages)
    Edition: 1st edition
    Keywords: Electronic books
    Abstract: Serverless computing enables developers to concentrate solely on their applications rather than worry about where they've been deployed. With the Ray general-purpose serverless implementation in Python, programmers and data scientists can hide servers, implement stateful applications, support direct communication between tasks, and access hardware accelerators. In this book, authors Holden Karau and Boris Lublinsky show you how to scale existing Python applications and pipelines, allowing you to stay in the Python ecosystem while avoiding single points of failure and manual scheduling. If your data processing has grown beyond what a single computer can handle, this book is for you. Written by experienced software architecture practitioners, Scaling Python with Ray is ideal for software architects and developers eager to explore successful case studies and learn more about decision and measurement effectiveness. This book covers distributed processing (the pure Python implementation of serverless) and shows you how to: Implement stateful applications with Ray actors Build workflow management in Ray Use Ray as a unified platform for batch and streaming Implement advanced data processing with Ray Apply microservices with Ray platform Implement reliable Ray applications
    Note: Online resource; Title from title page (viewed June 25, 2023) , Mode of access: World Wide Web.
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  • 24
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    ISBN: 9781098122072 , 1098122070
    Language: English
    Pages: 1 online resource (25 pages)
    Edition: 1st edition
    Parallel Title: Erscheint auch als
    DDC: 005.13/3
    Keywords: Go (Computer program language) ; Open source software Programming ; Computer programming ; Electronic books ; Go (Langage de programmation) ; Logiciels libres - Programmation ; Programmation (Informatique) ; computer programming
    Abstract: Go is an increasingly popular language for programming everything from web applications to distributed network services. This practical guide provides recipes to help you unravel common problems and perform useful tasks when working with Go. Each recipe includes self-contained code solutions that you can freely use, along with a discussion of how and why they work. Programmers new to Go can quickly ramp up their knowledge while accomplishing useful tasks, and experienced Go developers can save time by cutting and pasting proven code directly into their applications. Recipes include: Creating a module; Calling code from another module; Returning and handling an error; Converting strings to numbers (or converting numbers to strings); Modifying multiple characters in a string; Creating substrings from a string; Capturing string input; And so much more.--Back cover
    Note: Online resource; Title from title page (viewed July 25, 2023) , Mode of access: World Wide Web.
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  • 25
    Language: English
    Pages: 1 online resource (250 pages)
    Edition: 1st edition
    Keywords: Electronic books
    Abstract: Software architecture metrics are used to measure the maintainability, architectural quality of a software project and to warn early in the process about dangerous accumulations of architectural and technical debt. In this book leading hands-on software architects introduce some key software architecture metrics through case studies, that every software architect should know. This book is not about theory, it is more about practice and implementation, about what has been already tried and worked. Early detection of software architectural issues is key. It helps mitigate the risk of poor performance, and lowers the cost of repairing these issues.
    Note: Online resource; Title from title page (viewed May 25, 2022) , Mode of access: World Wide Web.
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  • 26
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    Online Resource
    [Erscheinungsort nicht ermittelbar] : Ascent Audio | Boston, MA : Safari
    ISBN: 9781663717993
    Language: English
    Pages: 1 online resource (25039 pages)
    Edition: 1st edition
    Keywords: Audiobooks
    Abstract: Escape the mediocrity that ensnares so many in business and become a better, more effective leader. Have you ever wondered what it would take to be a better leader, or achieve your wildest dreams, or make a bigger difference in the world? The answer lies in the choices you make: about everything from how you spend your time to the way you view the world. Smart Leadership is the latest essential business title from internationally bestselling author of Win the Heart and Chess Not Checkers, Mark Miller. In this book, he shares the four research-based "smart choices" the best leaders make to scale their influence and results. By teaching you how to confront reality, grow capacity, fuel curiosity, and create change, Miller will help you: bring fresh eyes and fresh thinking to your leadership approach; increase your confidence in your ability to make a difference; lead at levels you never thought possible; and accelerate your learning curve so that all these benefits come faster and more naturally. With this guide, your leadership-and your life-will be transformed forever.
    Note: Online resource; Title from title page (viewed February 15, 2022) , Mode of access: World Wide Web.
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  • 27
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    [Erscheinungsort nicht ermittelbar] : Sybex | Boston, MA : Safari
    ISBN: 9781119805489
    Language: English
    Pages: 1 online resource (496 pages)
    Edition: 1st edition
    Keywords: Electronic books
    Abstract: Advance your current career or start a new one by obtaining the industry-leading SHRM-CP and SHRM-SCP certifications The Society for Human Resource Management (SHRM) is the world's largest professional association for Human Resources practitioners. Its certifications, while challenging to obtain, open enormous opportunities in the HR field and prove your competence and expertise in the profession. In SHRM Society for Human Resource Management Complete Study Guide: SHRM-CP Exam and SHRM-SCP Exam , veteran HR consultant Sandra M. Reed delivers a comprehensive roadmap to achieving the premier certification for global human resource professionals. You'll get access to Sybex's comprehensive study package, including an assessment test, chapter tests, practice exams, electronic flashcards, and a glossary of key terms. Discover hands-on, practical exercises that prepare you for real-world HR interviews and jobs as you master the technical, leadership, and business competencies you'll need to succeed on the SHRM-CP and SHRM-SCP Exams and in your new HR career. This book also provides: Fully updated information for the latest SHRM Certified Professional and Senior Certified Professional exams Opportunities for new career transitions or advancement with a highly sought-after professional certification Access to Sybex online study tools, with chapter review questions, full-length practice exams, hundreds of electronic flashcards, and a glossary of key terms Perfect for HR leaders who wish to pursue the SHRM Senior Certified Professional or SHRM Certified Professional designations, this study guide also teaches the skills required by anyone seeking to transition into an HR-related role. It offers intuitive and easy-to-follow organization and comprehensive domain coverage ideal for experienced and novice professionals alike.
    Note: Online resource; Title from title page (viewed January 6, 2022) , Mode of access: World Wide Web.
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  • 28
    ISBN: 9781484280591
    Language: English
    Pages: 1 online resource (1 video file, approximately 45 min.)
    Edition: 1st edition
    Keywords: Electronic videos
    Abstract: After setting up your development environment in Creating a Spring Boot REST API with iPad Pro and Raspberry Pi 4, continue learning to build a complex and practical web application anywhere with a minimalistic setup. Not only will you get to experience technologies used in famous enterprise web applications, you will also be able to code using only your iPad and a Raspberry Pi. The common misconception is that you can only use your iPad for small code changes, or small code additions while on the go. You will learn that you can do so much more and code an entire application with just your iPad and Raspberry Pi. In this second video, secure the REST API from the previous tutorial using Spring Security. Given that the test application you created will handle personal finances, securing the API is a mandatory step in the development of your project. Also, it’s fascinating to be able to create a secure API using only an iPad and a Raspberry Pi. What You'll Learn Support authentication on the the device and server Learn about the Security Payload Take full stack development to another, mobile level Who This Video Is For Tech enthusiasts who want to use only an iPad and a Raspberry Pi to build complex web applications on the go. Developers eager to learn how to architect and code full stack applications with minimalist tech.
    Note: Online resource; Title from title screen (viewed January 26, 2022) , Mode of access: World Wide Web.
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  • 29
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    [Erscheinungsort nicht ermittelbar] : Ascent Audio | Boston, MA : Safari
    ISBN: 9781663718594
    Language: English
    Pages: 1 online resource (22183 pages)
    Edition: 1st edition
    Keywords: Audiobooks
    Abstract: Tap into the potential of strategic partnerships with industry associations in this groundbreaking new book Reimagining Industry Growth offers listeners a blueprint to harnessing the power of leading industry associations as strategic partners. By utilizing those partnerships, business leaders will become able to leverage the collective strength of the supply chain to overcome challenges, address uncertainty, mitigate risks, and position their industries for growth. The book provides an overview of strategic partnerships, how they work, and how they can be applied to industry relationships with trade associations. It includes: illuminating and factual case studies outlining strategic partnerships in five different industry segments; roadmaps for executives to apply the lessons learned from industry; success stories on leveraging relationships with trade associations; and advice on how to move the needle for entire industries via effective strategic partnerships and achieve unprecedented growth. Ideal for executives, managers, business leaders of all kinds, business students and professors, and association executives, Reimagining Industry Growth is a must-listen for anyone who hopes to tap into the potential strength and value of effective strategic partnerships.
    Note: Online resource; Title from title page (viewed January 31, 2022) , Mode of access: World Wide Web.
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  • 30
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 59 min.)
    Edition: 1st edition
    Keywords: Electronic videos
    Abstract: As the craft of creation continues to evolve and require more strategic thinking, we must also evolve our mindset and tools to address today’s greatest political, social, environmental, and cultural challenges. Futures design and thinking provides a set of tools that can prepare us for the ever-changing landscape of the future and enable us to better assess the challenges of emerging technologies, climate change, and the implications of dynamic social structures. In this edition of Radar Talks, Design Futures Initiative founder Phil Balagtas takes a deep dive into the futures design and thinking methodology. You’ll learn how to use futures thinking as a strategic tool to uncover threats and opportunities on the near and distant horizon. Recorded on January 10, 2022. See the original event page for resources for further learning or watch recordings of other past events . The O’Reilly Radar Talks series brings you expert opinions on emerging topics through hour-long interactive events. In conversation with some of the industry’s top minds, you’ll look at the early signals indicating significant trends and new technologies that will shape the future—and discover how to begin forging these technologies now. Share your own predictions and ask your questions while gaining insight into our experts’ unique outlooks for the future.
    Note: Online resource; Title from title screen (viewed January 10, 2022) , Mode of access: World Wide Web.
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  • 31
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    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (109 pages)
    Edition: 2nd edition
    Keywords: Electronic books
    Abstract: Python is a first-class tool for many researchers, primarily because of its libraries for storing, manipulating, and gaining insight from data. Several resources exist for individual pieces of this data science stack, but only with the new edition of Python Data Science Handbook do you get them all--IPython, NumPy, Pandas, Matplotlib, Scikit-Learn, and other related tools. In this second edition, working scientists and data crunchers familiar with reading and writing Python code will find this comprehensive desk reference ideal for tackling day-to-day issues: manipulating, transforming, and cleaning data; visualizing different types of data; and using data to build statistical or machine learning models. Quite simply, this is the must-have reference for scientific computing in Python. With this handbook, you'll learn how: IPython and Jupyter provide computational environments for scientists using Python NumPy includes the ndarray for efficient storage and manipulation of dense data arrays Pandas contains the DataFrame for efficient storage and manipulation of labeled/columnar data Matplotlib includes capabilities for a flexible range of data visualizations Scikit-Learn helps you build efficient and clean Python implementations of the most important and established machine learning algorithms
    Note: Online resource; Title from title page (viewed December 25, 2022) , Mode of access: World Wide Web.
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  • 32
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    [Erscheinungsort nicht ermittelbar] : Ascent Audio | Boston, MA : Safari
    ISBN: 9781469079127
    Language: English
    Pages: 1 online resource (40323 pages)
    Edition: 1st edition
    Keywords: Audiobooks
    Abstract: Conventional wisdom tells us that people are rational and make rational decisions with their money. But that's simply not true considering most people fail to beat the market. Conventional wisdom also tells us that there are two primary ways to approach the market: technical and fundamental analysis. Again, that is not true because if it were, everyone would be rich. It's obvious that something is missing. Author Adam Sarhan, founder and CEO of 50 Park Investments, developed a new approach, titled Psychological Analysis (PA). Coined by the author, PA teaches you how to make rational, not emotional, decisions with your money and shows you how to analyze both the individual and collective market mindset at a particular time based on the behavior and decision-making of people in the real-world. Psychological Analysis is designed to tip the odds of success in your favor. This invaluable guide helps you: make rational, not emotional, decisions with your money-especially when you are under pressure; understand the psyche of the market so you can learn how to join the Smart Money Circle and consistently take money out; generate above average returns in all market environments; and incorporate Psychological Analysis into your overall trading and investing strategy so you can make smarter decisions on and off Wall Street.
    Note: Online resource; Title from title page (viewed January 25, 2022) , Mode of access: World Wide Web.
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  • 33
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    [Erscheinungsort nicht ermittelbar] : Microsoft Press | Boston, MA : Safari
    ISBN: 9780137383511
    Language: English
    Pages: 1 online resource (256 pages)
    Edition: 1st edition
    Keywords: Electronic books
    Abstract: With .NET 5s ML.NET and Programming ML.NET , any Microsoft .NET developer can solve serious machine learning problems, increasing their value and competitiveness in some of todays fastest-growing areas of software development. World-renowned Microsoft development expert Dino Esposito covers everything you need to know about ML.NET, the machine learning pipeline, and real-world machine learning solutions development. Modeled on his popular Programming ASP.NET books, this guide takes the same scenario-based approach Microsofts team used to build the ML.NET framework itself. Esposito presents and illuminates ML.NETs dedicated mini-frameworks (ML Tasks) for specific classes of problems, and draws on personal experience to help developers apply these in the real world, where a problems complexity can vary widely based on data availability or the specific results you need. In a full section on ML.NET neural networks, Esposito introduces key concepts and presents realistic examples you can reuse in your own applications. Along the way, Esposito also shows how to leverage powerful Python-based machine learning tools in the .NET environment. Programming ML.NET will help you add machine learning and artificial intelligence to your tool belt, whether you have a background in these high-demand technologies or not.
    Note: Online resource; Title from title page (viewed March 15, 2022) , Mode of access: World Wide Web.
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  • 34
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    Online Resource
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    ISBN: 9781803246680
    Language: English
    Pages: 1 online resource (1 video file, approximately 3 hr., 50 min.)
    Edition: 1st edition
    Keywords: Electronic videos
    Abstract: A hands-on comprehensive course to master the core basics of Python 3 to dive into the world of coding with Python. About This Video Learn to write your first Python code and run it Discover Python OOP (Object-Oriented Programming) Get introduced to inheritance and composition (OOP) In Detail The course is recorded with the latest Python version: Python 3. It is a practical focused course, thus making it compressive and easy to follow for beginners stepping into the world of programming. The course is divided into four levels. The first level is about Python shell, variables, data types, lists, and user input. The second level will take you through Python IDE (PyCharm), comments, functions, and scope. The third level is about conditions (if) and loops, followed by the fourth level, which is to read/write to a file, use and create Python modules, and run a Python program from the terminal. There is also a bonus lesson on OOP (Object-Oriented Programming). Learning OOP will help you enhance your skills further. By the end of the course, you will have a strong foundation in Python and you will be able to build on that foundation with confidence. Who this book is for This course is for complete beginners who want to learn Python basics in a straightforward way. Even if you are a programming beginner who started with another language and want to jump to Python, you can opt for this course. This course is also for Python developers who want a quick refresher course, or anyone interested in web development, robotics, artificial intelligence, video games development, and data science.
    Note: Online resource; Title from title screen (viewed January 25, 2022) , Mode of access: World Wide Web.
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  • 35
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    [Erscheinungsort nicht ermittelbar] : For Dummies | Boston, MA : Safari
    ISBN: 9781119830702
    Language: English
    Pages: 1 online resource (960 pages)
    Edition: 2nd edition
    Keywords: Electronic books
    Abstract: Multiply your productivity with the world's most straightforward guide to the world's most popular office software Microsoft Office 365 contains straightforward tools for virtually every office task you could possibly think of. And learning how to use this powerful software is much easier than you might expect! With the latest edition of Office 365 All-in-One For Dummies, you'll get a grip on some of the most popular and effective office software on the planet, including Word, Excel, PowerPoint, Outlook, Access, Publisher, and Teams. This expanded handbook walks you through the ins and outs of reviewing and composing documents with Word, hosting and joining meetings with Teams, crunching numbers with Excel, and answering emails with Outlook. And it's ideal for anyone who's brand new to Office and those who just need a quick refresher on the latest useful updates from Microsoft. In this one-stop reference, you'll find: Step-by-step instructions on the installation, maintenance, and navigation of all the critical components of Office 365 Guidance for using Office 365's built-in online and cloud functionality Complete explanations of what every part of Office 365 is used for and how to apply them to your life Office 365 All-in-One For Dummies is the last handbook you'll ever need to apply Microsoft's world-famous software suite to countless everyday tasks.
    Note: Online resource; Title from title page (viewed January 6, 2022) , Mode of access: World Wide Web.
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    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (220 pages)
    Edition: 2nd edition
    Keywords: Electronic books
    Abstract: NGINX is one of the most widely used web servers available today, in part because of its capabilities as a load balancer and reverse proxy server for HTTP and other network protocols. This cookbook provides easy-to-follow examples to real-world problems in application delivery. The practical recipes will help you set up and use either the open source or commercial offering to solve problems in various use cases. For professionals who understand modern web architectures, such as n-tier or microservice designs, and common web protocols including TCP and HTTP, these recipes provide proven solutions for security, software load balancing, and monitoring and maintaining NGINX's application delivery platform. You'll also explore advanced features of both NGINX and NGINX Plus, the free and licensed versions of this server. You'll find recipes for: High-performance load balancing with HTTP, TCP, and UDP Securing access through encrypted traffic, secure links, HTTP authentication subrequests, and more Deploying NGINX to Google Cloud, AWS, and Azure cloud-computing services Setting up and configuring NGINX Controller Installing and configuring the NGINX Plus App Protect module Enabling WAF through Controller App Security
    Note: Online resource; Title from title page (viewed August 25, 2022) , Mode of access: World Wide Web.
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    ISBN: 9781264274734
    Language: English
    Pages: 1 online resource (416 pages)
    Edition: 6th edition
    Keywords: Electronic books
    Abstract: Practice essential IT skills and prepare for the 2021 version of the CompTIA Network+ exam This thoroughly revised lab manual challenges you to solve real-world problems by learning to successfully apply the techniques contained in Mike Meyers’ CompTIA Network+ Guide to Managing and Troubleshooting Networks, Sixth Edition . Clear, measurable lab objectives map directly to every topic on the test, enabling readers to pass the challenging exam with ease. Mike Meyers’ CompTIA Network+ Guide to Managing and Troubleshooting Networks Lab Manual, Sixth Edition (Exam N10-008) contains more than 90 hands-on labs along with materials lists, lab setup details, and step-by-step instructions that require you to think critically. The book features special design elements that teach and reinforce retention. You will Lab Analysis questions and a Key Term Quiz that helps to build vocabulary. Contains 90+ hands-on labs with clear objectives and instructions Includes a 10% discount voucher coupon for the exam, a $32 value Lab solutions are not printed in the book and are only available to adopting instructors Publisher's Note: Products purchased from Third Party sellers are not guaranteed by the publisher for quality, authenticity, or access to any online entitlements included with the product.
    Note: Online resource; Title from title page (viewed January 28, 2022) , Mode of access: World Wide Web.
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    [Erscheinungsort nicht ermittelbar] : Wiley | Boston, MA : Safari
    ISBN: 9781119818533
    Language: English
    Pages: 1 online resource (272 pages)
    Edition: 1st edition
    Keywords: Electronic books
    Abstract: Practical strategies for ensuring leadership success within nonprofit organizations In Managing and Leading Nonprofit Organizations: A Framework For Success , veteran senior leader and CEO Paul L. Dann, PhD, draws on over 30 years of developing and advancing nonprofits to walk you through practical strategies that support success as a nonprofit leader. The book is filled with universally applicable examples of how to implement its leadership techniques. Leaders working in a variety of sectors will benefit from the author’s careful balance of theory and practice. In the book, they’ll also find: How to choose a leadership style that suits your personality, the people you work with, and your organization How to engage in the co-creation of leadership through generative leadership practice, including the development of an organizational philosophy, practice, and structure How to manage employee performance and engagement and how to choose successful management systems to leverage success Ideal for practicing and aspiring nonprofit organization managers, board members, and directors, Managing and Leading Nonprofit Organizations: A Framework For Success is an indispensable, one-stop resource for the development and deployment of leadership skills in challenging as well as complex nonprofit environments.
    Note: Online resource; Title from title page (viewed January 26, 2022) , Mode of access: World Wide Web.
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    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    ISBN: 9781801811910
    Language: English
    Pages: 1 online resource (408 pages)
    Edition: 1st edition
    Keywords: Electronic books
    Abstract: Explore all the tools and templates needed for data scientists to drive success in their biotechnology careers with this comprehensive guide Key Features Learn the applications of machine learning in biotechnology and life science sectors Discover exciting real-world applications of deep learning and natural language processing Understand the general process of deploying models to cloud platforms such as AWS and GCP Book Description The booming fields of biotechnology and life sciences have seen drastic changes over the last few years. With competition growing in every corner, companies around the globe are looking to data-driven methods such as machine learning to optimize processes and reduce costs. This book helps lab scientists, engineers, and managers to develop a data scientist's mindset by taking a hands-on approach to learning about the applications of machine learning to increase productivity and efficiency in no time. You'll start with a crash course in Python, SQL, and data science to develop and tune sophisticated models from scratch to automate processes and make predictions in the biotechnology and life sciences domain. As you advance, the book covers a number of advanced techniques in machine learning, deep learning, and natural language processing using real-world data. By the end of this machine learning book, you'll be able to build and deploy your own machine learning models to automate processes and make predictions using AWS and GCP. What you will learn Get started with Python programming and Structured Query Language (SQL) Develop a machine learning predictive model from scratch using Python Fine-tune deep learning models to optimize their performance for various tasks Find out how to deploy, evaluate, and monitor a model in the cloud Understand how to apply advanced techniques to real-world data Discover how to use key deep learning methods such as LSTMs and transformers Who this book is for This book is for data scientists and scientific professionals looking to transcend to the biotechnology domain. Scientific professionals who are already established within the pharmaceutical and biotechnology sectors will find this book useful. A basic understanding of Python programming and beginner-level background in data science conjunction is needed to get the most out of this book.
    Note: Online resource; Title from title page (viewed January 28, 2022) , Mode of access: World Wide Web.
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    Online Resource
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    ISBN: 9781801811644
    Language: English
    Pages: 1 online resource (420 pages)
    Edition: 1st edition
    Keywords: Electronic books
    Abstract: A comprehensive guide for teaching system administrators, developers, and security professionals how to create their own systemd units and maintain system security Key Features Get well-versed with maintaining and troubleshooting systemd services Learn to create, modify, and reload service files and use systemd utilities Use cgroups to control resource usage and enhance security Book Description systemd is a new type of Linux init system for today's high-performance, multi-CPU, and multi-core hardware that is now used on all major enterprise-grade Linux distros. The main goal of this Linux systemd book is to help you get an in-depth understanding of systemd to set up your servers securely and efficiently. This book starts by explaining systemd management, which will help you manage your servers effectively. You'll then learn how to edit and create your own systemd units, which will be particularly helpful if you need to create custom services or timers and add features or security to an existing service. Next, you'll understand how to analyze and fix boot-up challenges and set system parameters. Later, you'll come across cgroups, that'll help you control system resource usage for both processes and users. The book also shows you how cgroups are structured, the differences between cgroups Version 1 and 2, and how to set resource limits on both. Finally, you'll learn about the systemd way of performing time-keeping, networking, logging, and login management. You'll discover how to configure servers accurately and gather system information to analyze system security and performance. By the end of this Linux book, you'll be able to efficiently manage all aspects of a server running the systemd init system. What you will learn Use basic systemd utilities to manage a system Create and edit your own systemd units Create services for Podman-Docker containers Enhance system security by adding security-related parameters Find important information with journald Analyze boot-up problems Configure system settings with systemd utilities Who this book is for This book is for Linux administrators who want to learn more about maintaining and troubleshooting Linux servers. Aspiring administrators studying for a Linux certification exam and developers looking to learn how to create systemd unit files will also find this book useful. Additionally, this book will be helpful for security administrators who want to understand the security settings that can be used ...
    Note: Online resource; Title from title page (viewed February 3, 2022) , Mode of access: World Wide Web.
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    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    ISBN: 9781801073097
    Language: English
    Pages: 1 online resource (676 pages)
    Edition: 2nd edition
    Keywords: Electronic books
    Abstract: Get to grips with leading 3D engineering and product design application to design robust 3D models and achieve CSWA and CSWP certification Key Features Gain comprehensive insights into the core aspects of 3D modeling's mechanical parts Learn how to generate assembly designs with both standard and advanced mates Discover design practices for both 2D as well as 3D modeling and prepare to achieve CSWP and CSWA certification Book Description SOLIDWORKS is the leading choice for 3D engineering and product design applications across industries such as aviation, automobile, and consumer product design. This book helps you to get up and running with SOLIDWORKS and understand each new concept and tool with the help of easy-to-follow exercises. You'll begin with the basics, exploring the software interface and finding out how to work with drawing files. The book then guides you through topics such as sketching, building complex 3D models, generating dynamic and static assemblies, and generating 2D engineering drawings to prepare you to take on any design project. You'll also work with practical exercises to get hands-on experience with creating sketches, 3D part models, assemblies, and drawings. To reinforce your understanding of SOLIDWORKS, the book is supplemented by downloadable files that will help you to understand the concepts and exercises more easily. Finally, you'll also work on projects for 3D modeling objects inspired by everyday life. By the end of this SOLIDWORKS book, you'll have gained the skills you need to create professional 3D mechanical models using SOLIDWORKS and be able to prepare effectively for the Certified SOLIDWORKS Associate (CSWA) and Certified SOLIDWORKS Professional (CSWP) exams. What you will learn Understand the fundamentals of SOLIDWORKS and parametric modeling Create professional 2D sketches as bases for 3D models using simple and advanced modeling techniques Use SOLIDWORKS drawing tools to generate standard engineering drawings Evaluate mass properties and materials for designing parts and assemblies Join different parts together to form static and dynamic assemblies Discover expert tips and tricks to generate different part and assembly configurations for your mechanical designs Who this book is for This book is for aspiring engineers, designers, makers, draftsmen, and hobbyists looking to get started with SOLIDWORKS and explore the software. Individuals who are interested in becoming Certified SOLIDWORKS Associates ...
    Note: Online resource; Title from title page (viewed January 31, 2022) , Mode of access: World Wide Web.
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  • 42
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    [Erscheinungsort nicht ermittelbar] : For Dummies | Boston, MA : Safari
    ISBN: 9781119748038
    Language: English
    Pages: 1 online resource (384 pages)
    Edition: 1st edition
    Keywords: Electronic books
    Abstract: Create a strong brand DNA—and watch it grow These days, customers want to have a deeply felt connection to the brands behind the products they're purchasing, which means that if you're starting a business, a strong brand DNA has got to be part of your creative process from day one. And it needs to be more than just an abstract idea: to give your brand life—and a bigger chance of surviving against the competition—you need to have a standout launch strategy and a set plan for growing your brand in a noisy marketplace. In Launching & Building a Brand For Dummies, Amy Will—who launched her first business at just 24-years-old and has been the brains behind four strong and buzzworthy brands—covers everything from crafting a powerful brand identity and planning that all-important launch to being prepared to scale up as you begin to take off. She reveals crucial lessons from her personal experience in launching five companies, as well as detailing case studies from some of the strongest brands out there, accompanied by insights and advice from successful founders and branding experts. Stand out on social media Create viral campaigns Build on Customer Loyalty and LongevityDeal with the competition Whether you're thinking of starting a business or are already building up your market share, memorable brand identity will be the key to—and Launching & Building a Brand For Dummies one of the secrets of—your future standout success.
    Note: Online resource; Title from title page (viewed January 6, 2022) , Mode of access: World Wide Web.
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  • 43
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    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (29 pages)
    Edition: 1st edition
    Keywords: Electronic books
    Abstract: Edge artificial intelligence is transforming the way computers interact with the real world, allowing internet of things (IoT) devices to make decisions using the 99% of sensor data that was previously discarded due to cost, bandwidth, or power limitations. With techniques like embedded machine learning, developers can capture human intuition and deploy it to any target—from ultra-low power microcontrollers to flexible embedded Linux devices—for applications that reduce latency, protect privacy, and work without a network connection, greatly expanding the capabilities of the IoT. This practical guide gives engineering professionals and product managers an end-to-end framework for solving real-world industrial, commercial, and scientific problems with edge AI. You’ll explore every stage of the process, from data collection to model optimization to tuning and testing, as you learn how to design and support edge AI and embedded ML products. Edge AI is destined to become a standard tool for systems engineers. This high-level roadmap will help you get started. Develop your expertise in artificial intelligence and machine learning on edge devices Understand which projects are best solved with edge AI Explore typical design patterns used with edge AI apps Use an iterative workflow to develop an edge AI application Optimize models for deployment to embedded devices Improve model performance based on feedback from real-world use
    Note: Online resource; Title from title page (viewed December 25, 2022) , Mode of access: World Wide Web.
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  • 44
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    [Erscheinungsort nicht ermittelbar] : Adobe Press | Boston, MA : Safari
    ISBN: 9780137623655
    Language: English
    Pages: 1 online resource (495 pages)
    Edition: 1st edition
    Keywords: Electronic books
    Abstract: The 2022 release of Adobe Animate provides significant new controls for animation with puppet warping and improvements to layer parenting, and enhancements to paint brush preferences and symbol options. Learn to use the revamped Asset Warp tool for a modern rigging approach to animating shapes and bitmap images. Work with a more robust set of playback options for graphic symbols that provides total control over looping. Quickly publish to social media channels with support for SVG, WebGL, HTML5, animated GIFs, and HD video. Seamless collaboration through Adobe Creative Cloud makes Adobe Animate the ideal development environment for creative animation and multimedia. The fastest, easiest, most comprehensive way to learn Adobe Animate Classroom in a Book®, the best-selling series of hands-on software training workbooks, offers what no other book or training program doesan official training series from Adobe, developed with the support of Adobe product experts. Adobe Animate Classroom in a Book (2022 release) contains 11 lessons that cover the basics and beyond, providing countless tips and techniques to help you become more productive with the program. You can follow the book from start to finish or choose only those lessons that interest you. Purchasing this book includes valuable online extras. Follow the instructions in the book's "Getting Started" section to unlock access to: Downloadable lesson files you need to work through the projects in the book Web Edition containing the complete text of the book, interactive quizzes, and videos that walk you through the lessons step by step What you need to use this book: Adobe Animate (2022 release) software, for either Windows or macOS. (Software not included.) Note: Classroom in a Book does not replace the documentation, support, updates, or any other benefits of being a registered owner of Adobe Animate software.
    Note: Online resource; Title from title page (viewed February 23, 2022) , Mode of access: World Wide Web.
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    ISBN: 9780738460314
    Language: English
    Pages: 1 online resource (638 pages)
    Edition: 1st edition
    Keywords: Electronic books
    Abstract: This IBM® Redbooks® publication captures several of the preferred practices and describes the performance gains that can be achieved by implementing the IBM FlashSystem® products that are powered by IBM Spectrum® Virtualize Version 8.4.2. These practices are based on field experience. This book highlights configuration guidelines and preferred practices for the storage area network (SAN) topology, clustered system, back-end storage, storage pools and managed disks, volumes, Remote Copy services, and hosts. It explains how you can optimize disk performance with the IBM System Storage Easy Tier® function. It also provides preferred practices for monitoring, maintaining, and troubleshooting. This book is intended for experienced storage, SAN, IBM FlashSystem, SAN Volume Controller, and IBM Storwize® administrators and technicians. Understanding this book requires advanced knowledge of these environments.
    Note: Online resource; Title from title page (viewed February 2, 2022) , Mode of access: World Wide Web.
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  • 46
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    [Erscheinungsort nicht ermittelbar] : Microsoft Press | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 7 hr., 36 min.)
    Edition: 1st edition
    Keywords: Electronic videos
    Abstract: 7+ Hours of Video Instruction This course will help an IT professional learn about common Azure services and prepare for the Exam AZ-104: Microsoft Azure Administrator. Overview Cloud Skills are becoming an important part of any IT professional's resume. The Microsoft Azure Administrator Associate certification proves foundational IT skills in creating and managing workloads in the Microsoft Azure cloud. This course is designed to help you pass Exam AZ-104: Microsoft Azure Administrator and earn the Microsoft Azure Administrator Associate certification. All the skills measured on the exam are covered in this course including: Manage Azure identities and governance Implement and manage storage Deploy and manage Azure compute resources Configure and manage virtual networking Monitor and back up Azure resources Combining his experience as Microsoft Trainer for more than 25 years and familiarity of Microsoft solutions from running his own business designing custom software solutions, Ray will efficiently and effectively help you navigate through the exam objectives as you prepare for your exam. Learn How To Manage user identities in Azure Create and manage Infrastructure-as-a-Service resources in Azure Create and manage Platform-as-a-Service resources in Azure Create and manage file data in Azure Learn about key Azure resources and workloads Who Should Take This Course Any student pursuing the Microsoft Azure Administrator certification Any student who wants to learn about foundational services in Azure Course Requirements A basic knowledge of IT administration concepts such as virtual machines, networking, and user account security is strongly encouraged. A basic knowledge of Azure is recommended, but not required. About Pearson Video Training Pearson publishes expert-led video tutorials covering a wide selection of technology topics designed to teach you the skills you need to succeed. These professional and personal technology videos feature world-leading author instructors published by your trusted technology brands: Addison-Wesley, Cisco Press, Pearson IT Certification, Sams, and Que Topics include: IT Certification, Network Security, Cisco Technology, Programming, Web Development, Mobile Development, and more. Learn more about Pearson Video training at http://www.informit.com/video. Video Lessons are available for download for offline viewing within the streaming format. Look for the green arrow in each lesson.
    Note: Online resource; Title from title screen (viewed January 12, 2022) , Mode of access: World Wide Web.
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  • 47
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    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (60 pages)
    Edition: 1st edition
    Keywords: Electronic books
    Abstract: Two previous O'Reilly books from Google-- Site Reliability Engineering and The Site Reliability Workbook --demonstrated how and why a commitment to the entire service life cycle enables your organization to successfully build, deploy, monitor, and maintain software systems. In this detailed report, Google Cloud Reliability Advocate Steve McGhee and Google Cloud Solutions Architect James Brookbank dive deeper into the specific challenges engineers face when adopting SRE in their organization. Despite SRE's popularity, many enterprises have experienced a significant gap between initial enthusiasm for SRE and its often modest level of adoption. If you're a product owner or have a stake in reliable services and need to know more about SRE adoption, this report will methodically guide you through the process. Get started by evaluating your existing environment and setting expectations Examine SRE's approach to reliability, and learn why reliability is the most desired product feature Learn how to map SRE's guiding principles, such as embracing risk, to your existing organization Develop a set of SRE practices for your team, based on what team members can do, what they know, and what tools they use Learn tips on how to actively nurture success and keep SRE working in your organization
    Note: Online resource; Title from title page (viewed January 25, 2022) , Mode of access: World Wide Web.
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  • 48
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    [Erscheinungsort nicht ermittelbar] : Addison-Wesley Professional | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 3 hr., 53 min.)
    Edition: 1st edition
    Keywords: Electronic videos
    Abstract: 4 Hours of Video Instruction Learn DevOps key concepts, including its values, principles, and, at a high level, its practices. With this in mind, understand why the business is driving DevOps and where and how to start achieving a DevOps transformation. Overview In this course, you learn the key concepts—the what and why— of DevOps. Join Donna Knapp, curriculum development manager for ITSM Academy, to learn how this movement is enabling organizations to establish workplace cultures and environments that enable them to continuously deliver software rapidly, frequently, and reliably. Explore the business benefits of DevOps through real-world examples paired with industry statistics. Also, dive into the relationship between DevOps and other frameworks, such as Agile, Lean, IT service management (ITSM), DevSecOps, Site Reliability Engineering (SRE), and Value Stream Management. About the Instructor Donna Knapp has more than 30 years of experience in the IT industry and for the past 15 years has been ITSM Academy’s curriculum development manager. Donna’s years of practical experience and love of learning show in her engaging and informative speaking style and many certifications, including ITIL Managing Professional, ITIL Strategic Leader, Certified Process Design Engineer, DevOps Foundation, DevOps Leader, DevOps Test Engineering, Continuous Delivery Architecture, DevSecOps Foundation, Site Reliability Engineering Foundation, Certified Scrum Master, Certified Agile Service Manager, Certified Agile Process Owner, Knowledge-Centered Support, and VeriSM Foundation. Donna was the lead developer for the DevOps Institute’s DevOps Foundation course, is the author of the ITSM for DevOps and Certified Agile Process Owner (CAPO) courses, and recently teamed with Michael Orzen (co-author of Lean IT) to develop a Value Stream Mapping Fundamentals course. Donna is the author of The ITSM Process Design Guide: Developing, Reengineering, and Improving IT Service Management (which serves as the foundation for the Certified Process Design Engineer qualification), as well as two college textbooks, A Guide to Service Desk Concepts , Fourth Edition, and A Guide to Customer Service Skills for Service Desk Professionals , Fourth Edition. Donna is also a member of the ITIL 4 examination panel. Donna is a huge fan of W. Edwards Deming and is notorious for evoking his wisdom (#donnasaiddeming). Learn How To Get a high-level understanding of DevOps, including i...
    Note: Online resource; Title from title screen (viewed January 19, 2022) , Mode of access: World Wide Web.
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    [Erscheinungsort nicht ermittelbar] : Ascent Audio | Boston, MA : Safari
    ISBN: 9781663719034
    Language: English
    Pages: 1 online resource (23564 pages)
    Edition: 1st edition
    Keywords: Audiobooks
    Abstract: Get inspired to start your own successful business! Bob Schlegel grew up on a struggling family farm, and like his entrepreneurial father, he took charge of his destiny by starting his own businesses-often more than one at a time. He and his wife Myrna partnered together in their early endeavors and raised a family of entrepreneurs. Their diverse startups included a chain of fifteen superior nursing and retirement centers, as well as the nation's leading manufacturer of paving stones and landscaping materials. Though they faced substantial challenges and even near-bankruptcy, they persevered and built highly profitable enterprises with the help of "angels"-both earthly and heavenly. Bob shares his experiences-his failures as well as his successes-with the goal of inspiring others to start their own businesses.
    Note: Online resource; Title from title page (viewed March 8, 2022) , Mode of access: World Wide Web.
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  • 50
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    [Erscheinungsort nicht ermittelbar] : Ascent Audio | Boston, MA : Safari
    ISBN: 9781663717511
    Language: English
    Pages: 1 online resource (20135 pages)
    Edition: 1st edition
    Keywords: Audiobooks
    Abstract: Snowflake CEO Frank Slootman is one of the tech world's most accomplished executives in enterprise growth, having led Snowflake to the largest software IPO ever after leading Data Domain and ServiceNow to exponential growth and the public market before that. In Amp It Up, he shares his leadership approach for the first time. Amp It Up delivers an authoritative look at what it takes to transform an organization for maximum growth and scale. Slootman shows that most leaders have significant room to improve their organization's performance without making expensive changes to their talent, structure, or fundamental business model-and they don't need to bring in an army of consultants to do it. What they do need is to align people around what matters and execute with urgency and intensity every day. Leading for unprecedented growth means declaring war on mediocrity, breaking the status quo, and making conflicted choices daily, all with a relentless focus on the mission. Amp It Up provides the first principles to guide that change, and the tactical advice for organizing a company around them. Perfect for executives, entrepreneurs, founders, managers, and leaders of all kinds, Amp It Up is a must-have resource for anyone who seeks to unleash the growth potential of a company and scale it to heights they never thought possible.
    Note: Online resource; Title from title page (viewed January 19, 2022) , Mode of access: World Wide Web.
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  • 51
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    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    ISBN: 9781803239477
    Language: English
    Pages: 1 online resource (1 video file, approximately 23 hr., 36 min.)
    Edition: 1st edition
    Keywords: Electronic videos
    Abstract: Learn how to build responsive webpages from scratch using Flexbox, CSS Grid, Animation, SVG, and Bootstrap. About This Video Explore Django apps, templates, models, and migrations Work with CSS preprocessor: SASS (variables, nesting, mixins, extend/inheritance) Work with CSS framework: Bootstrap 5 (layouts, forms, components, and utilities) In Detail Responsive web design is about creating web pages that look good on all devices. A responsive web design helps automatically adjust for different screens to make it user friendly. This course touches on each important topic through concept explanation, documentation, and implementation. The entire course is designed for beginners with one goal in mind—to build responsive websites using HTML5, CSS3, Bootstrap, and SASS. Throughout the course, we will explore 6 projects namely Profile Card, Login Page, Spotify Clone using Flexbox, Testimonial Page using CSS Grid, Portfolio Website using Bootstrap, and EdTech Startup Landing Page. With the help of these projects, we will understand the following topics: How does the web work HTML fundamentals HTML semantics CSS fundamentals Responsive design Layouts SVG CSS libraries Bootstrap (CSS framework) SASS (CSS preprocessor) Website deployment The complete course is focused on the concept learning approach; you learn every concept through a logical and visual learning approach. Learn all the important concepts in the simplest viable way with examples and real-life projects. By the end of the course, you will be ready to work as an intern, fresher, or freelancer, and you will also be able to implement everything yourself. Most importantly, you will be ready to dive deep with future practice and hard-level questions about website building. Who this book is for This course is helpful for absolute beginners who want to learn how to build a beautiful and responsive website; designers who want to expand their skill set into HTML5, CSS3, Bootstrap, and SASS. No previous programming or coding experience is required; we will cover everything step-by-step from the basics.
    Note: Online resource; Title from title screen (viewed January 31, 2022) , Mode of access: World Wide Web.
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    [Erscheinungsort nicht ermittelbar] : Ascent Audio | Boston, MA : Safari
    ISBN: 9781663718310
    Language: English
    Pages: 1 online resource (20633 pages)
    Edition: 1st edition
    Keywords: Audiobooks
    Abstract: Have you ever sat down at your desk with an impossible deadline or an insurmountable obstacle staring you directly in the face and an expectation that you'll come up with a groundbreaking idea and solution? In Breakthrough, you'll find a powerful framework for bringing innovation and creativity to the surface not just once, but on a regular, daily basis. In Breakthrough, bestselling author, acclaimed speaker, and life optimization coach David Nurse provides an actionable and clearly organized structure for maximizing your breakthrough ideas. Breakthrough outlines easy-to-follow steps for outperforming your potential: an accessible blueprint-backed by scientific data and years of case studies with the top athletes, entrepreneurial minds, and leaders throughout the world-to unlocking your creative potential; conclusive proof that busts the myths of the lone genius, unpredictable "a-ha" lightbulb moments, and little happy accidents; and ways to promote an environment and mindset in which groundbreaking new ideas can flow and occur naturally and seamlessly based on a repeatable formula. A must-listen for any athlete, manager, executive, or parent tasked with delivering dynamic results in a flash, Breakthrough also belongs on the bookshelves of product design professionals, marketers, and other creative types who seek to consistently exceed expectations.
    Note: Online resource; Title from title page (viewed January 25, 2022) , Mode of access: World Wide Web.
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  • 53
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    [Erscheinungsort nicht ermittelbar] : Apress | Boston, MA : Safari
    ISBN: 9781484279304
    Language: English
    Pages: 1 online resource (261 pages)
    Edition: 1st edition
    Keywords: Electronic books
    Abstract: Get a complete overview of offline installable applications. Businesses need reliable applications that enable users to access data and their applications in spite of a bad network connection. Traditional websites work only when connected to the network. With a large number of users depending on mobile phones and tablets for work, social interactions, and media consumption, it’s important that the web applications can work on a weak network connection and even offline. This step-by-step guide shows you how to build an Angular application that considers offline access and uses its ready-made features and configurations. Build Offline Applications with Angular helps bridge the gap between native apps and web applications. What You Will Learn Get started with an installable Angular application Understand the importance of performant, reliable, and offline access of a web application Discover solutions for building Angular applications for speedy response in low bandwidth scenarios Use IndexedDB as an offline data store within a browser Who Is This Book For Ideal for beginner-to-intermediate-level readers with basic understanding of JavaScript and Angular.
    Note: Online resource; Title from title page (viewed January 24, 2022) , Mode of access: World Wide Web.
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    [Erscheinungsort nicht ermittelbar] : Pragmatic AI Solutions | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 6 min.)
    Edition: 1st edition
    Keywords: Electronic videos
    Abstract: Demo of FastAPI + AWS App Runner
    Note: Online resource; Title from title screen (viewed January 13, 2022) , Mode of access: World Wide Web.
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    [Erscheinungsort nicht ermittelbar] : Pragmatic AI Solutions | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 2 min.)
    Edition: 1st edition
    Keywords: Electronic videos
    Abstract: Find out what Github Codespaces is and how to use it to write Python in under 2 minutes
    Note: Online resource; Title from title screen (viewed January 13, 2022) , Mode of access: World Wide Web.
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    [Erscheinungsort nicht ermittelbar] : IBM Redbooks | Boston, MA : Safari
    ISBN: 9780738460345
    Language: English
    Pages: 1 online resource (42 pages)
    Edition: 1st edition
    Keywords: Electronic books
    Abstract: The document describes the configuration and end-to-end architecture for configuring the logical air-gap solution for cyber resiliency using IBM® Spectrum Virtualize for Public Cloud (SV4PC) on Azure, IBM Spectrum® Virtualize Safeguarded Copy, and IBM FlashSystem®. This blueprint guide provides the following information: • A solutions architecture and related solution configuration workflows, with the following essential software and hardware components: – IBM FlashSystem – IBM Spectrum Virtualize for Public Cloud on Azure – IBM Copy Services Manager • Detailed technical configuration steps for building the cyber resiliency solutions This technical report does not provide performance analysis from a user perspective or replace any official IBM manuals or documents. This technical paper assumes that the reader is familiar with the following areas: • Basic kowledge of IBM FlashSystem • Azure Cloud fundamentals • Hybrid Cloud network connectivity • IBM Copy Services Manager
    Note: Online resource; Title from title page (viewed January 31, 2022) , Mode of access: World Wide Web.
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    [Erscheinungsort nicht ermittelbar] : Pragmatic AI Solutions | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 5 min.)
    Edition: 1st edition
    Keywords: Electronic videos
    Abstract: Build a very simple command line tool with Python without using external dependencies or frameworks. In this video you'll see how with just a few lines of Python you can transform a file into a script with a help menu. All by using the sys.argv module and a simple if statement. Although you can create more powerful command-line tools with other frameworks like argparse or external libraries like Click, you can still implement a quick script without them that includes a help menu Useful links: Github repo with sample code Introduction to Python
    Note: Online resource; Title from title screen (viewed February 5, 2022) , Mode of access: World Wide Web.
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    [Erscheinungsort nicht ermittelbar] : Manning Publications | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 40 min.)
    Edition: 1st edition
    Keywords: Electronic videos
    Abstract: Learn how to automate one of the two pieces of Continuous Delivery: always keeping your codebase in a releasable state. Christie Wilson uses GitHub actions to explore the lifecycle of a change, discover all the places where bugs can squirm their way in, and learn the best times to run your pipelines for the most effective bug-catching!
    Note: Online resource; Title from title screen (viewed January 10, 2022) , Mode of access: World Wide Web.
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    [Erscheinungsort nicht ermittelbar] : Pragmatic AI Solutions | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 6 min.)
    Edition: 1st edition
    Keywords: Electronic videos
    Abstract: Find out how to share and use Google Colab notebooks for data science!
    Note: Online resource; Title from title screen (viewed January 14, 2022) , Mode of access: World Wide Web.
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    [Erscheinungsort nicht ermittelbar] : Apress | Boston, MA : Safari
    ISBN: 9781484280614
    Language: English
    Pages: 1 online resource (1 video file, approximately 37 min.)
    Edition: 1st edition
    Keywords: Electronic videos
    Abstract: In this third video, finish building a complex and practical web application anywhere with a minimalistic setup. Not only will you get to experience technologies used in famous enterprise web applications, you will also be able to code using only your iPad and a Raspberry Pi. The common misconception is that you can only use your iPad for small code changes, or small code additions while on the go. You will learn that you can do so much more and code an entire application with just your iPad and Raspberry Pi. In this third and final video, you’ll build the front-end of your application. For this, we’ll use React JS—the most common JavaScript framework. We’ll also work with Tailwind CSS, which makes developers' lives easier by pre-defining styles while not imposing them over the final design. You’ll integrate both with your Spring Boot Rest API, which will result in a solid, enterprise level web application. What You'll Learn Develop the front-end of your application Apply styles and design patterns with Tailwind CSS Take full stack development to another, mobile level Who This Video Is For Tech enthusiasts who want to use only an iPad and a Raspberry Pi to build complex web applications on the go. Developers eager to learn how to architect and code full stack applications with minimalist tech.
    Note: Online resource; Title from title screen (viewed January 26, 2022) , Mode of access: World Wide Web.
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    Online Resource
    [Erscheinungsort nicht ermittelbar] : Apress | Boston, MA : Safari
    ISBN: 9781484279694
    Language: English
    Pages: 1 online resource (1 video file, approximately 40 min.)
    Edition: 1st edition
    Keywords: Electronic videos
    Abstract: Viewers will be introduced to the world of decentralized finance and the many different aspects of it. Cryptocurrencies are only the beginning as innovators and developers have started to penetrate almost every traditional finance solution. Decentralized alternatives are becoming more popular over time and giving people who are traditionally left behind a chance to make use of financial instruments as well. We will start with a short history of the field and how the field has been developing over time. This will give the viewers a proper introduction and help them to understand what they might be expecting. We will then look in depth into cryptocurrencies, stablecoins, fiat bridges, DExs and more. What You Will Learn Techniques and examples, as well as risks of different technology which investors should understand How decentralized applications are opening up basic financial services to a wider public and how they are securing your investments DeFi solutions for those who like to invest in decentralized products and want to reduce their risks Who This Video is For Investors, technologists and other business professionals
    Note: Online resource; Title from title screen (viewed January 19, 2022) , Mode of access: World Wide Web.
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  • 62
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    [Erscheinungsort nicht ermittelbar] : Wiley | Boston, MA : Safari
    ISBN: 9781119736080
    Language: English
    Pages: 1 online resource (240 pages)
    Edition: 1st edition
    Keywords: Electronic books
    Abstract: We are entering the era of digital transformation where human and artificial intelligence (AI) work hand in hand to achieve data driven performance. Today, more than ever, businesses are expected to possess the talent, tools, processes, and capabilities to enable their organizations to implement and utilize continuous analysis of past business performance and events to gain forward-looking insight to drive business decisions and actions. AI-Enabled Analytics in Business is your Roadmap to meet this essential business capability. To ensure we can plan for the future vs react to the future when it arrives, we need to develop and deploy a toolbox of tools, techniques, and effective processes to reveal forward-looking unbiased insights that help us understand significant patterns, relationships, and trends. This book promotes clarity to enable you to make better decisions from insights about the future. Learn how advanced analytics ensures that your people have the right information at the right time to gain critical insights and performance opportunities Empower better, smarter decision making by implementing AI-enabled analytics decision support tools Uncover patterns and insights in data, and discover facts about your business that will unlock greater performance Gain inspiration from practical examples and use cases showing how to move your business toward AI-Enabled decision making AI-Enabled Analytics in Business is a must-have practical resource for directors, officers, and executives across various functional disciplines who seek increased business performance and valuation.
    Note: Online resource; Title from title page (viewed January 19, 2022) , Mode of access: World Wide Web.
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  • 63
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    Online Resource
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    ISBN: 9781803241111
    Language: English
    Pages: 1 online resource (1 video file, approximately 7 hr., 56 min.)
    Edition: 1st edition
    Keywords: Electronic videos
    Abstract: Learn to create apps and submit them to the App Store using SwiftUI 3 Code and Xcode 13 on iOS 15 from scratch About This Video Develop iPhone apps using SwiftUI 3 code and Xcode 13 Learn Swift programming and SwiftUI by creating five complete apps Learn to share your app ideas through the App Store In Detail If you are looking for a course that is fun, for complete beginners, and gets straight to the point, then this is the course for you. This course will help you learn all about developing iPhone applications and simultaneously implement all that you learn by creating five complete apps using SwiftUI 3 code and Xcode 13. In this course, we will start with the SwiftUI basics that are required for developing an app and set up our developing environment with Xcode. Once our environment is set, we will start working on our different apps. In this first app - People Counter - and the second app - Text Formatter, you will be learning the basics of Swift programming. In this third app, we will create an app called Emoji Dictionary, where you will learn about lists, arrays, and multi-view apps. In the fourth app, we will create a Quick ToDos app, where you will learn how to save information with CoreData. In our final app, we will create a Course Lister app where we will work with web, APIs, JSON, and images. Once we are done with the apps, we will discuss the process to submit your own apps to the App Store! By the end of this course, you will be set to build your own app and share your app with the world through the App Store. Who this book is for This course is best for complete beginners who want to make an iPhone app as no prior experience is needed and one just needs to have a Mac computer and passion to develop amazing apps.
    Note: Online resource; Title from title screen (viewed January 31, 2022) , Mode of access: World Wide Web.
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  • 64
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    Online Resource
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    ISBN: 9781803235806
    Language: English
    Pages: 1 online resource (1 video file, approximately 14 hr., 28 min.)
    Edition: 1st edition
    Keywords: Electronic videos
    Abstract: Master the front-end web development and the three core technologies of HTML, CSS, and JavaScript by building 30+ web projects. About This Video Understand how to build a modern webpage with the latest effects and techniques 30 different projects to help you master the technologies of HTML, CSS, and a little bit of JavaScript Understand how to create an animated landing page to make your webpage look more appealing In Detail We will build together more than 30 different and creative web projects with three core technologies—HTML, CSS, and JavaScript. If you have some basic knowledge of these technologies and still have some trouble creating your own web projects, or if you want to level up your developer and designer skills, then you have come to the right place. We will build more than 30 different web projects and they will be full of modern, nice, and beautiful effects and designs. We will start with simple projects, and we will go through some advanced ones as well. Using this course, you can get the inspiration that will help you enhance your projects and customize your portfolio. Mastering just these core technologies of front-end web development, you can create awesome and modern themes and simply get hired. Also, you will have enough knowledge to move on and learn other technologies such as some front-end frameworks and libraries, which nowadays are popular and highly demanded. By the end of the course, you will master front-end web development and gain the confidence to apply modern and creative effects and designs in your future projects. Who this book is for This course is for students who have some basic knowledge in HTML, CSS, and JS and want to build the portfolio website; for those who want to practice three core technologies—HTML, CSS, and JavaScript. It can be taken by those who have basic knowledge of front-end web development and want to develop their web designing skills.
    Note: Online resource; Title from title screen (viewed January 19, 2022) , Mode of access: World Wide Web.
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  • 65
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    [Erscheinungsort nicht ermittelbar] : Manning Publications | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 42 min.)
    Edition: 1st edition
    Keywords: Electronic videos
    Abstract: Sinan Ozdemir teaches how to use core tenants of feature engineering to build your own art recommendation engine from scratch. You will be using state of the art models like VGG-11 and BERT alongside classic feature engineering techniques algorithms to construct and fine-tune a pipeline to produce art recommendations.
    Note: Online resource; Title from title screen (viewed January 7, 2022) , Mode of access: World Wide Web.
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  • 66
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    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    ISBN: 9781803248981
    Language: English
    Pages: 1 online resource (256 pages)
    Edition: 1st edition
    Keywords: Electronic books
    Abstract: Learn how to use artificial intelligence for product and service innovation, including the diverse use cases of Commerce.AI Key Features Learn how to integrate data and AI in your innovation workflows Unlock insights into how various industries are using AI for innovation Apply your knowledge to real innovation use cases like product strategy and market intelligence Book Description Commerce.AI is a suite of artificial intelligence (AI) tools, trained on over a trillion data points, to help businesses build next-gen products and services. If you want to be the best business on the block, using AI is a must. Developers and analysts working with AI will be able to put their knowledge to work with this practical guide. You'll begin by learning the core themes of new product and service innovation, including how to identify market opportunities, come up with ideas, and predict trends. With plenty of use cases as reference, you'll learn how to apply AI for innovation, both programmatically and with Commerce.AI. You'll also find out how to analyze product and service data with tools such as GPT-J, Python pandas, Prophet, and TextBlob. As you progress, you'll explore the evolution of commerce in AI, including how top businesses today are using AI. You'll learn how Commerce.AI merges machine learning, product expertise, and big data to help businesses make more accurate decisions. Finally, you'll use the Commerce.AI suite for product ideation and analyzing market trends. By the end of this artificial intelligence book, you'll be able to strategize new product opportunities by using AI, and also have an understanding of how to use Commerce.AI for product ideation, trend analysis, and predictions. What you will learn Find out how machine learning can help you identify new market opportunities Understand how to use consumer data to create new products and services Use state-of-the-art AI frameworks and tools for data analysis Launch, track, and improve products and services with AI Rise above the competition with unparalleled insights from AI Turn customer touchpoints into business wins Generate high-conversion product and service copy Who this book is for This AI book is for AI developers, data scientists, data product managers, analysts, and consumer insights professionals. The book will guide you through the process of product and service innovation, no matter your pre-existing skillset.
    Note: Online resource; Title from title page (viewed January 28, 2022) , Mode of access: World Wide Web.
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  • 67
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    [Erscheinungsort nicht ermittelbar] : For Dummies | Boston, MA : Safari
    ISBN: 9781119837527
    Language: English
    Pages: 1 online resource (448 pages)
    Edition: 7th edition
    Keywords: Electronic books
    Abstract: Demystify your financial statements and figure out what your accountant is talking about with this straightforward roadmap to the world of accounting Few skills are as useful as a basic understanding of accounting language. And with the right resources, learning the language of business can be intuitive, empowering, and fun. Accounting For Dummies is the perfect place to start, whether you're operating a small business, just need help managing the family budget, or you're a rising star in corporate America. It's a financial blueprint for the everyday person, easy-to-understand, and full of practical advice. You'll learn the basic ABC's of accounting, how to read and understand financial statements, create best in class budgets & forecasts, craft profitable business plans, take control of your own finances, gain insight on how companies get money from investors and banks, and avoid common money mistakes that trip up even the best of us. You'll also find out how to: Diagnose the financial health of your business and make a realistic plan to grow your company Improve your own or your family's money situation with sound financial planning and understanding Understand each of the three basic financial statements and what they say about a company's past, present, and future Enhance your knowledge of how accounting functions and operates in today's digital age and cloud-based world As a useful tool for business or as a guide to your personal finances, nothing compares to accounting mastery. And once you've nailed the basics, you'll wonder how you ever lived without this universal and beautiful language.
    Note: Online resource; Title from title page (viewed January 19, 2022) , Mode of access: World Wide Web.
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  • 68
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    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (35 pages)
    Edition: 1st edition
    Keywords: Electronic books
    Abstract: Machine learning has accelerated in several industries recently, enabling companies to automate decisions and act based on predicted futures. In time, nearly all major industries will embed ML into the core of their businesses, but right now the gap between companies that successfully adopt ML and those that fail continues to grow. This report examines why so many ML initiatives stall, especially at the stage of moving models from proof of concept to production. Authors Ben Epstein and Paige Roberts examine the strengths and weaknesses of data lake and data warehouse analytic architectures, including the ways that companies use them cooperatively in production. You'll learn how to merge these separate technology stacks into a unified architecture that will streamline the daily workflows of data scientists and data engineers, and facilitate the seamless transition of models from development into production. With this report, you'll explore: Why the unique challenges of MLOps have caused so many ML applications to fail The evolution of data warehouse and data lake architectures How a unified analytics architecture enables you to unite the workflows of business analysts and data scientists How this architecture helps you get new ML projects into production as easily as creating new tables on a dashboard The advantages of in-database ML, including enhanced security, speed and scalability, accessibility, governance, and production readiness
    Note: Online resource; Title from title page (viewed January 25, 2022) , Mode of access: World Wide Web.
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  • 69
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    [Erscheinungsort nicht ermittelbar] : Manning Publications | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 44 min.)
    Edition: 1st edition
    Keywords: Electronic videos
    Abstract: Paul Azunre uses Kaggle kernels to experiment with some key NLP architectures, like BERT, GPT etc to generate some text, perform some classification, etc. Time permitting. He also discusses some major advances in NLP since his book "Transfer Learning for NLP" was published (August 2021).
    Note: Online resource; Title from title screen (viewed January 10, 2022) , Mode of access: World Wide Web.
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  • 70
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    [Erscheinungsort nicht ermittelbar] : Pragmatic AI Solutions | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 4 min.)
    Edition: 1st edition
    Keywords: Electronic videos
    Abstract: Learn to use AWS Data Governance and Auditing Tools.
    Note: Online resource; Title from title screen (viewed January 15, 2022) , Mode of access: World Wide Web.
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  • 71
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    [Erscheinungsort nicht ermittelbar] : Pragmatic AI Solutions | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 4 min.)
    Edition: 1st edition
    Keywords: Electronic videos
    Abstract: How to use ~/.bashrc to manage project secrets
    Note: Online resource; Title from title screen (viewed January 16, 2022) , Mode of access: World Wide Web.
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  • 72
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    [Erscheinungsort nicht ermittelbar] : Pragmatic AI Solutions | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 14 min.)
    Edition: 1st edition
    Keywords: Electronic videos
    Abstract: Learn to build out Continuous Integration with Github Actions and all clouds. Azure, AWS, GCP and Github Codespaces in Python.
    Note: Online resource; Title from title screen (viewed January 18, 2022) , Mode of access: World Wide Web.
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  • 73
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    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (144 pages)
    Edition: 1st edition
    Keywords: Electronic books
    Abstract: Take advantage of your C# skills to build UI components and client-side experiences with .NET. With this practical guide, you'll learn how to use Blazor WebAssembly to develop next-generation web experiences. Built on top of ASP.NET Core, Blazor represents the future of .NET single-page applications (SPA) investments. Author David Pine, who focuses on .NET and Azure content development at Microsoft, explains how WebAssembly enables many non-JavaScript-based programming languages to run on the client browser. In this book, you'll learn about real-time web functionality with ASP.NET Core SignalR. You'll learn strategies for bidirectional JavaScript interop. David covers component data binding, hierarchical event-driven communications, in-memory state management, and local storage. This book shows you how to: Create a feature-rich Blazor app that looks beautiful Localize an enterprise-scale app as the sole developer using GitHub Actions and Azure Cognitive Services Translator service Create advanced validation scenarios for input-based components with forms Automatically deploy and host to Azure Static Web Apps, and rely on HTTP services Utilize geolocation service native to the browser, as well as native speech synthesis and recognition Author a custom modal verification mechanism for validating a user Determine the best approach for building reliable, architecturally sound websites
    Note: Online resource; Title from title page (viewed November 25, 2022) , Mode of access: World Wide Web.
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  • 74
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    [Erscheinungsort nicht ermittelbar] : Ascent Audio | Boston, MA : Safari
    ISBN: 9781663719232
    Language: English
    Pages: 1 online resource (35381 pages)
    Edition: 1st edition
    Keywords: Audiobooks
    Abstract: In Leading with Empathy, acclaimed strategist and business leader Dr. Gautham Pallapa presents an insightful roadmap to leading people through adversity and empowering humans in the workplace, the home, and society. Through this book, the distinguished author examines the impact of recent world-shaking events and how they have impacted us as a species and as individuals. He explores how empathy can help alleviate some of the more harmful effects of hardship and offers key actions that empathic leaders can take to inspire their followers. Finally, the book describes how to transform the way we work by rethinking and reimagining existing processes and innovatively introducing strategic disruption. Leading with Empathy also includes: stories, anecdotes, and personal musings that grant visibility and validation to the suffering of others; exercises and strategies to reduce stress, anxiety, and improve happiness and positivity; and actions that enable leaders to empower people through empathy, collaboration, and communication. An essential resource for executives, managers, and business leaders of all types, Leading with Empathy will also earn a place on the bookshelves of military, athletic, and educational leaders who seek to inspire their followers and empower humanity in the face of adversity.
    Note: Online resource; Title from title page (viewed January 31, 2022) , Mode of access: World Wide Web.
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  • 75
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    [Erscheinungsort nicht ermittelbar] : Libros de Cabecera | Boston, MA : Safari
    Language: English , Spanish
    Pages: 1 online resource (208 pages)
    Edition: 1st edition
    Keywords: Electronic books
    Abstract: Las empresas se dan cuenta de que para sobrevivir ya no les basta con ser eficientes o fabricar productos de la máxima calidad. Tampoco les basta con tener ideas innovadoras. Ahora lo que necesitan es responder con velocidad a los cambios del entorno, recuperarse rápido de las adversidades y desarrollar mejores formas de hacer negocios bajo presión, aprendiendo en el proceso. Necesitan encontrar fórmulas para dotar a sus organizaciones de una cualidad que se ha vuelto esencial: la resiliencia. La resiliencia de las organizaciones se estructura en dos partes. En la primera se explica por qué en las últimas décadas la resiliencia ha ido ganando protagonismo y qué hemos aprendido en estos años sobre el tema. En la segunda parte se analizan las diferentes dimensiones de las organizaciones que intervienen en su resiliencia y se muestran casos prácticos de cómo algunas empresas han mejorado esa capacidad actuando sobre esas dimensiones. Sin duda, este libro de Santi García es una gran contribución para aprender de otros, analizar la realidad de nuestras organizaciones desde una perspectiva sistémica y reflexionar para después pasar a la acción.
    Note: Online resource; Title from title page (viewed February 5, 2022) , Mode of access: World Wide Web.
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  • 76
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    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 58 min.)
    Edition: 1st edition
    Keywords: Electronic videos
    Abstract: Service-level objectives (SLOs) are a key component of the service-level agreement (SLA) between your business and your customers. SLOs define the level of service you’ve agreed to provide and offer a means to measure that service. As such, they’re critical for ensuring reliability...if used correctly. Join us for a special conversation on SLOs with Sam Newman and site reliability engineer Alex Hidalgo. You’ll learn how to build an SLO-based approach to reliability at your own organization as you explore everything from the concepts, philosophies, and definitions you need to know to the various components of SLOs, how to use them successfully, why they work, and how you can make them work for you. Along the way, Sam and Alex will also discuss some of the more complicated aspects of implementing an SLO-based approach, including how to create meaningful service-level indicators (SLIs) and how to assign accurate SLO targets so that you get useful alerts for your team—and company-wide buy-in. What you’ll learn and how you can apply it Explore the origins of, need for, and challenges around SLOs and SRE What’s coming next for infrastructure and ops This recording of a live event is for you because… You want to learn how to use SLOs at your company to improve resilience. You’re looking for ways to improve your incident response and engineering environment. Recommended follow-up: Read Implementing Service Level Objectives (book)
    Note: Online resource; Title from title screen (viewed February 7, 2022) , Mode of access: World Wide Web.
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  • 77
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    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    ISBN: 9781803232799
    Language: English
    Pages: 1 online resource (464 pages)
    Edition: 2nd edition
    Keywords: Electronic books
    Abstract: Step into the world of animation and go beyond the fundamentals of Adobe Animate to bring experiences to life with the help of expert-led content Key Features Produce rich motion graphics and interactive animations for multiple platforms Explore the key features and enhancements in the latest Adobe Animate release Take your Adobe Animate projects to the next level with creative workflows Book Description Adobe Animate is platform-agnostic asset creation, motion design, animation, and interactivity software. Complete with explanations of essential concepts and step-by-step walkthroughs of practical examples, this book will guide you in using Adobe Animate to create immersive experiences by breaking through creative limitations across every medium. We begin by getting up to speed with all that you need to know about Adobe Animate. You'll learn how to get started with Animate as a creative platform and explore the features introduced in its most recent versions. The book will show you how to consume and produce media assets for multiple platforms through both the publish and export workflows. Following this, you'll explore advanced rigging techniques and discover how to create more dynamic animation with advanced depth and movement techniques. You'll also find out how to build projects such as games, virtual reality experiences, and apps for various platforms as the book demonstrates different ways to use Animate. Finally, it covers the different methods used to extend the software for various needs. By the end of this Adobe Animate book, you'll be able to produce a variety of media assets, motion graphic design materials, animated artifacts, and interactive content pieces for platforms such as HTML5 Canvas, WebGL, and mobile devices. What you will learn Gain a solid understanding of Adobe Animate foundations and new features Understand the nuances associated with publishing and exporting rich media content to various platforms Make use of advanced layering and rigging techniques to create engaging motion content Create dynamic motion using the camera and variable layer depth techniques Develop web-based games, virtual reality experiences, and multiplatform mobile applications Extend Animate with extensions, application-level scripting, and the creation of custom integrated tutorials Who this book is for This book is for web, graphic, and motion design professionals with basic experience in animation who want to take their existing skills to the ...
    Note: Online resource; Title from title page (viewed January 14, 2022) , Mode of access: World Wide Web.
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    [Erscheinungsort nicht ermittelbar] : Ascent Audio | Boston, MA : Safari
    ISBN: 9781663716378
    Language: English
    Pages: 1 online resource (18340 pages)
    Edition: 1st edition
    Keywords: Audiobooks
    Abstract: The steps you need, for the results you want. There's no shortage of advice out there on how to perform better, and better than others, at work. The problem is knowing which methods are actually proven to work-and how you should act on them to get the best results. In 8 Steps to High Performance, talent expert and bestselling author Marc Effron cuts through the noise with his signature "science-based simplicity" approach to identify what matters most and show you how to optimally apply your time and effort to boost your performance. It turns out that higher performance comes from doing many things well-but some of those things are not in your power to change. Effron reveals the eight key factors you do control and practical steps for improving yourself on each one. You'll learn: how to set goals that create higher performance; which behaviors predict higher performance in different situations; how to quickly develop the most important capabilities; who to connect with and why; how to understand and adapt to your company's strategy; why you sometimes shouldn't be the "genuine" you; how to best manage your body to sustain your performance; and how to avoid management fads that distract you from high performance. Research-based and practical, this short, powerful book will help you and anyone on your team deliver outstanding results.
    Note: Online resource; Title from title page (viewed February 1, 2022) , Mode of access: World Wide Web.
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  • 79
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    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (322 pages)
    Edition: 3rd edition
    Keywords: Electronic books
    Abstract: Through a recent series of breakthroughs, deep learning has boosted the entire field of machine learning. Now, even programmers who know close to nothing about this technology can use simple, efficient tools to implement programs capable of learning from data. This best-selling book uses concrete examples, minimal theory, and production-ready Python frameworks--scikit-learn, Keras, and TensorFlow--to help you gain an intuitive understanding of the concepts and tools for building intelligent systems. With this updated third edition, author Aurelien Geron explores a range of techniques, starting with simple linear regression and progressing to deep neural networks. Numerous code examples and exercises throughout the book help you apply what you've learned. Programming experience is all you need to get started. Use scikit-learn to track an example machine learning project end to end Explore several models, including support vector machines, decision trees, random forests, and ensemble methods Exploit unsupervised learning techniques such as dimensionality reduction, clustering, and anomaly detection Dive into neural net architectures, including convolutional nets, recurrent nets, generative adversarial networks, and transformers Use TensorFlow and Keras to build and train neural nets for computer vision, natural language processing, generative models, and deep reinforcement learning Train neural nets using multiple GPUs and deploy them at scale using Google's Vertex AI
    Note: Online resource; Title from title page (viewed October 25, 2022) , Mode of access: World Wide Web.
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  • 80
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    [Erscheinungsort nicht ermittelbar] : Pragmatic AI Solutions | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 3 min.)
    Edition: 1st edition
    Keywords: Electronic videos
    Abstract: What are the three most important files in a Python project? * Makefile * Dockerfile * Requirements
    Note: Online resource; Title from title screen (viewed January 21, 2022) , Mode of access: World Wide Web.
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    [Erscheinungsort nicht ermittelbar] : Bloomberg Press | Boston, MA : Safari
    ISBN: 9781119820031
    Language: English
    Pages: 1 online resource (224 pages)
    Edition: 2nd edition
    Keywords: Electronic books
    Abstract: A primer for families of high net worth on how to manage their qualitative and financial wealth for generations The second edition of this foundational work, Complete Family Wealth: Wealth as Well-Being provides proven tools and best practices for families of means to use in maturing, maintaining, and managing personal and legacy wealth long into the future. The book is divided into three parts: the "what"—what is meant by family, wealth, and enterprise; the "who"—the persons crucial to family enterprise flourishing; and the "how"—specific practices families can use to enhance and grow family wealth. The second edition of this work places the health and well-being of the individual members of the family unit at the forefront of every aspect detailed within the book. A natural product of this focus is an increased awareness of the social complexities of wealth that have come to the fore in recent years, and the team of expert authors here address the responsibility of private wealth to the public good. In addition, Complete Family Wealth 's second edition provides readers with: A new chapter on "the big reveal," suggesting ways to encourage positive, life-affirming reception of the revelation of present or future wealth An additional chapter on preserving the beloved family vacation home Two new appendices: "Fiduciary Course Curriculum," dedicated to enhancing the education of trustees and beneficiaries; and "Key Practices for Families During Challenging Times," a response to the pandemic but relevant to all trying periods for families Examples that make these practices accessible to a broad audience across the wealth spectrum. Having shaped the language used by families and their advisors with the first edition, Complete Family Wealth 's second edition is essential reading for families of high net worth and their financial advisors. It will also be of interest to family offices, fund managers, as well as private investors.
    Note: Online resource; Title from title page (viewed January 12, 2022) , Mode of access: World Wide Web.
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  • 82
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    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    ISBN: 9781803237398
    Language: English
    Pages: 1 online resource (1 video file, approximately 2 hr., 8 min.)
    Edition: 1st edition
    Keywords: Electronic videos
    Abstract: A carefully selected approach for absolute beginners towards learning programming fundamentals. About This Video Master the programming and coding concepts that can be applied to any programming languages such as C, Python, C#, and so on Understand variables, operators, program flow, functions, comments, exceptions, and so on with demos Get exposed to the coding concepts of comments and exceptions In Detail This course will teach you the fundamentals of the programming language from the ground up. You will be taken through a carefully selected approach for absolute beginners towards learning programming fundamentals. You are looking for a direction to learn the fundamentals of programming languages. You want to understand coding concepts through an easier approach. You are looking for a helping hand to learn the basics of programming with assistance on each step of your journey. You are looking for ways to improve your current situation. You want to understand the fundamentals of programming to kick start an exciting career in the software industry. This course will help you in achieving them. This course covers introduction to programming fundamentals and explains various coding concepts of variables and their types, operators, conditional statements, loops, functions, comments, and exceptions. By the end of the course, you will have a solid foundation in the fundamentals of programming languages and coding constructs. You will be ready to create flowcharts and pseudocodes for given problem statements. Further, you will be more confident in learning a new programming language of your choice. Who this book is for This course is helpful for freshers, who are absolute beginners at coding. This course will give you an excellent head start towards an exciting programming career. For experienced non-IT professionals, who are looking for a career change as a software engineer. This course will provide you with a solid foundation in programming which is a necessity for your new career path. No prior knowledge of programming languages or coding is required. This course will cover everything you need to get started - from figuring out programming basics to following coding constructs.
    Note: Online resource; Title from title screen (viewed January 31, 2022) , Mode of access: World Wide Web.
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  • 83
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    [Erscheinungsort nicht ermittelbar] : For Dummies | Boston, MA : Safari
    ISBN: 9781119844518
    Language: English
    Pages: 1 online resource (352 pages)
    Edition: 2nd edition
    Keywords: Electronic books
    Abstract: Turn your financial data into insightful decisions with this straightforward guide to financial modeling with Excel Interested in learning how to build practical financial models and forecasts but concerned that you don’t have the math skills or technical know-how? We’ve got you covered! Financial decision-making has never been easier than with Financial Modeling in Excel For Dummies . Whether you work at a mom-and-pop retail store or a multinational corporation, you can learn how to build budgets, project your profits into the future, model capital depreciation, value your assets, and more. You’ll learn by doing as this book walks you through practical, hands-on exercises to help you build powerful models using just a regular version of Excel, which you’ve probably already got on your PC. You’ll also: Master the tools and strategies that help you draw insights from numbers and data you’ve already got Build a successful financial model from scratch, or work with and modify an existing one to your liking Create new and unexpected business strategies with the ideas and conclusions you generate with scenario analysis Don’t go buying specialized software or hiring that expensive consultant when you don’t need either one. If you’ve got this book and a working version of Microsoft Excel, you’ve got all the tools you need to build sophisticated and useful financial models in no time!
    Note: Online resource; Title from title page (viewed January 19, 2022) , Mode of access: World Wide Web.
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  • 84
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    [Erscheinungsort nicht ermittelbar] : Apress | Boston, MA : Safari
    ISBN: 9781484274224
    Language: English
    Pages: 1 online resource (332 pages)
    Edition: 3rd edition
    Keywords: Electronic books
    Abstract: Learn the latest version of Scala through simple, practical examples. This book introduces you to the Scala programming language, its object-oriented and functional programming characteristics, and then guides you through Scala constructs and libraries that allow you to assemble small components into high-performance, scalable systems. Beginning Scala 3 explores new Scala 3 language features such as Top-level declarations, Creator applications, Extension methods to add extra functionality to existing types, and Enums. You will also learn new ways to manipulate types via Union types, intersection, literal, and opaque type aliases. Additionally, you’ll see how Implicits are replaced by given and using clauses. After reading this book, you will understand why Scala is judiciously used for critical business applications by leading companies such as Twitter, LinkedIn, Foursquare, the Guardian, Morgan Stanley, Credit Suisse, UBS, and HSBC – and you will be able to use it in your own projects. What You Will Learn Get started with Scala 3 or Scala language programming in general Understand how to utilitze OOP in Scala Perform functional programming in Scala Master the use of Scala collections, traits and implicits Leverage Java and Scala interopability Employ Scala for DSL programming Use patterns and best practices in Scala Who This Book Is For Those with a background in Java and/or Kotlin who are new to Scala. This book is also for those with some prior Scala experience who want to learn Scala version 3.
    Note: Online resource; Title from title page (viewed January 25, 2022) , Mode of access: World Wide Web.
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  • 85
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    [Erscheinungsort nicht ermittelbar] : Apress | Boston, MA : Safari
    ISBN: 9781484280607
    Language: English
    Pages: 1 online resource (1 video file, approximately 1 hr., 16 min.)
    Edition: 1st edition
    Keywords: Electronic videos
    Abstract: Build a complex and practical Web Application anywhere with a minimalistic setup. Not only will you get to experience technologies used in famous enterprise web applications, you will also be able to code using only your iPad and a Raspberry Pi. The common misconception is that you can only use your iPad for small code changes, or small code additions while on the go. You will learn that you can do so much more and code an entire application with just your iPad and Raspberry Pi. In this first video, you'll create a REST API using only an iPad Pro and Raspberry Pi. At the end of the tutorial you'll test your API using HTTP Bot for iPad OS and a database client for PostgreSQL. This first tutorial also includes all the setup necessary to use Code-Server as an IDE for Spring Boot and React JS. What You'll Learn Set-up an iPad Pro and Raspberry Pi for full stack development Test the Spring Boot Rest API Take full stack development to another, mobile level Who This Video Is For Tech enthusiasts who want to use only an iPad and a Raspberry Pi to build complex web applications on the go. Developers eager to learn how to architect and code full stack applications with minimalist tech.
    Note: Online resource; Title from title screen (viewed January 26, 2022) , Mode of access: World Wide Web.
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  • 86
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    [Erscheinungsort nicht ermittelbar] : Oracle Press | Boston, MA : Safari
    ISBN: 9780137870899
    Language: English
    Pages: 1 online resource (944 pages)
    Edition: 1st edition
    Keywords: Electronic books
    Abstract: The #1 Java Guide for Serious Programmers: Fully Updated through Java 17 Core Java, Volume II: Fundamentals, Twelfth Edition , is the definitive guide to writing robust, maintainable code. Whatever version of Java you are usingup to and including Java 17this book will help you achieve a deep and practical understanding of the language and APIs. With with authoritative coverage of enterprise programming, networking, databases, security, modularization, internationalization, code processing, native methods, and more. Cay S. Horstmann explores sophisticated new features with depth and completeness, demonstrating how to use them to build professional-quality applications This book is written for readers with prior programming experience who are looking for in-depth coverage of the Java language and platform. You'll learn about all language features in detail, including the recent improvements in Java 17. The examples are carefully crafted for easy understanding and maximum practical value, so you can rely on them to jump-start your own code.. For 25 years, Core Java has prepared serious programmers for serious Java programming. Master advanced techniques, idioms, and best practices for writing superior Java code Make the most of enhanced Java I/O APIs, object serialization, and regular expressions Efficiently connect to network services, implement servers and the improved HTTP client, and harvest web data Process code via scripting and compiler APIs, and use annotations to generate code and files Deepen your understanding of the Java Platform Module System, including recent refinements Deepen your understanding of the Java Platform Module System, including recent refinements Preview powerful new APIs for accessing "foreign" functions and memory Core Java, Volume II: Advanced Features, Twelfth Edition is the reliable source for expert coverage of Java 17 enterprise features, the module system, annotations, networking, security, and advanced UI programming.
    Note: Online resource; Title from title page (viewed April 7, 2022) , Mode of access: World Wide Web.
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  • 87
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    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (430 pages)
    Edition: 1st edition
    Keywords: Electronic books
    Abstract: Imagine what you could do if scalability wasn't a problem. With this hands-on guide, you'll learn how the Cassandra database management system handles hundreds of terabytes of data while remaining highly available across multiple data centers. This revised third edition--updated for Cassandra 4.0 and new developments in the Cassandra ecosystem, including deployments in Kubernetes with K8ssandra--provides technical details and practical examples to help you put this database to work in a production environment. Authors Jeff Carpenter and Eben Hewitt demonstrate the advantages of Cassandra's nonrelational design, with special attention to data modeling. Developers, DBAs, and application architects looking to solve a database scaling issue or future-proof an application will learn how to harness Cassandra's speed and flexibility. Understand Cassandra's distributed and decentralized structure Use the Cassandra Query Language (CQL) and cqlsh (the CQL shell) Create a working data model and compare it with an equivalent relational model Design and develop applications using client drivers Explore cluster topology and learn how nodes exchange data Maintain a high level of performance in your cluster Deploy Cassandra onsite, in the cloud, or with Docker and Kubernetes Integrate Cassandra with Spark, Kafka, Elasticsearch, Solr, and Lucene
    Note: Online resource; Title from title page (viewed January 28, 2022) , Mode of access: World Wide Web.
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  • 88
    ISBN: 9781484279151
    Language: English
    Pages: 1 online resource (727 pages)
    Edition: 1st edition
    Keywords: Electronic books
    Abstract: Incorporate deep learning into your development projects through hands-on coding and the latest versions of deep learning software, such as TensorFlow 2 and Keras. The materials used in this book are based on years of successful online education experience and feedback from thousands of online learners. You’ll start with an introduction to AI, where you’ll learn the history of neural networks and what sets deep learning apart from other varieties of machine learning. Discovery the variety of deep learning frameworks and set-up a deep learning development environment. Next, you’ll jump into simple classification programs for hand-writing analysis. Once you’ve tackled the basics of deep learning, you move on to TensorFlow 2 specifically. Find out what exactly a Tensor is and how to work with MNIST datasets. Finally, you’ll get into the heavy lifting of programming neural networks and working with a wide variety of neural network types such as GANs and RNNs. Deep Learning is a new area of Machine Learning research widely used in popular applications, such as voice assistant and self-driving cars. Work through the hands-on material in this book and become a TensorFlow programmer! What You'll Learn Develop using deep learning algorithms Build deep learning models using TensorFlow 2 Create classification systems and other, practical deep learning applications Who This Book Is For Students, programmers, and researchers with no experience in deep learning who want to build up their basic skillsets. Experienced machine learning programmers and engineers might also find value in updating their skills.
    Note: Online resource; Title from title page (viewed January 27, 2022) , Mode of access: World Wide Web.
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  • 89
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    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    ISBN: 9781803235011
    Language: English
    Pages: 1 online resource (1 video file, approximately 13 hr., 35 min.)
    Edition: 1st edition
    Keywords: Electronic videos
    Abstract: This course covers everything you should learn to clear the AWS Cloud Practitioner Certification Exam CLF-C01. About This Video Learn AWS Cloud fundamentals with hands-on working knowledge AWS Cloud architecture, services, and concepts beyond the exam Explore Amazon S3 and other storage services In Detail This course is structured into 14 sections. The first section gives you some preliminary information about the course and what you should do before you start the course. The second section of this course is to help you get started with cloud computing and the AWS Cloud platform. It will make you familiar with some cloud computing concepts, terminologies, and AWS Cloud platform. The third section onwards is designed to cover specific areas of AWS cloud computing. For example, section three starts with networking basics and takes you deep into AWS networking. The fourth is dedicated to identity and access management in AWS. Similarly, section five takes you deep into the Amazon EC2, and so on. Each section is dedicated to a specific area, so you don't lose focus and relation amongst the services. It explains various topics such as database and analytics services, containers and serverless, developer tools and DevOps services, account management and billing, and so on. The last section presents you with some tips and guidance on preparing for the exam and how to attempt exam questions. By the end of the course, you will be confident enough to crack the AWS Certified Cloud Practitioner Exam. Who this book is for This course is for software engineering professionals willing to pass the AWS Certified Cloud Practitioner Certification. It is also for IT professionals willing to learn and master AWS Cloud core concepts and working knowledge.
    Note: Online resource; Title from title screen (viewed January 31, 2022) , Mode of access: World Wide Web.
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  • 90
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    [Erscheinungsort nicht ermittelbar] : Pragmatic AI Solutions | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 46 min.)
    Edition: 1st edition
    Keywords: Electronic videos
    Abstract: Perform Data Science on Day One! 00:00 Intro 02:02 Data Science Project Structure Overview 05:15 Create Github Repo 07:28 Launch Github Codespaces 11:34 Using Colab Notebook 12:47 Using TOC in Colab Notebook 14:43 Saving notebook to Colab to Github 19:52 Ingesting CSV files into Colab 22:31 Describing Data using df.describe() 24:30 Plotting data with seaboard 28:30 lmplot 29:30 Comparing cumulative deaths in Covid19 plot by state 32:40 Merging Pandas Dataframe with election and Sugar Consumption 37:38 Exporting CSV file and uploading to Github from Colab result 39:27 Continuous Integration of Jupyter Notebook with Github Actions 40:44 Create Makefile 44:32 Using Github Actions to test Jupyter via nbval plugin 45:43 Using Github Status Badge for Jupyter Notebook test run pass
    Note: Online resource; Title from title screen (viewed January 22, 2022) , Mode of access: World Wide Web.
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  • 91
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    [Erscheinungsort nicht ermittelbar] : Manning Publications | Boston, MA : Safari
    ISBN: 9781617298653
    Language: English
    Pages: 1 online resource (328 pages)
    Edition: 1st edition
    Keywords: Electronic books
    Abstract: Kubernetes Native Microservices with Quarkus and MicroProfile teaches you to build microservices using containers, Kubernetes, and the Quarkus framework. You'll immediately start developing a deployable application using Quarkus and the MicroProfile APIs. Then, you'll explore the startup and runtime gains Quarkus delivers out of the box and also learn how to supercharge performance by compiling natively using GraalVM. Along the way, you'll see how to integrate a Quarkus application with Spring and pick up pro tips for monitoring and managing your microservices.
    Note: Online resource; Title from title page (viewed January 20, 2022) , Mode of access: World Wide Web.
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  • 92
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    [Erscheinungsort nicht ermittelbar] : McGraw-Hill | Boston, MA : Safari
    ISBN: 9781264269792
    Language: English
    Pages: 1 online resource (256 pages)
    Edition: 1st edition
    Keywords: Electronic books
    Abstract: Seize the competitive edge and increase innovation—while doing right by people—with a strong culture of diversity, equity, inclusion, and belonging Studies prove that companies with more diversity in their ranks are more innovative, expand their markets, and perform better financially. Why, then, has so little progress been made, especially when it comes to corporate leadership? Because most companies have yet to develop and implement effective diversity, equity, inclusion, and belonging (DEIB) initiatives. And the ones that have too often focus mainly on hiring a diversity of staff or rolling out unconscious bias training without improving results. DEIB expert Cynthia Owyoung has spent more than two decades working in this space. She’s seen it all, and she knows what works—and what doesn’t. In All Are Welcome , Owyoung explains what DEIB is and why it matters, and she delivers the information and insights you need to make DEIB a key element of your company culture. You’ll learn how to: •Break old habits that keep DEIB efforts from moving forward •Retain talent from underrepresented groups •Conduct an audit of the state of DEIB at your company today •Engage and excite leaders and managers around DEIB efforts •Weave DEIB into all your talent pool management methods •Uplevel employee resource groups to effectively support business goals •Measure your progress with qualitative and quantitative data •Connect your DEIB efforts to driving better business results DEIB begins but doesn’t end with hiring. When you deeply understand all the nuances of diversity, equity, inclusiveness, and belonging, you’ll be able to put them all together for a better, more productive, and happier workplace. With All Are Welcome , you have everything you need to build a workforce and a company designed to compete in the twenty-first century while doing your part to make the world a better place to live—and work.
    Note: Online resource; Title from title page (viewed January 25, 2022) , Mode of access: World Wide Web.
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    [Erscheinungsort nicht ermittelbar] : Wiley | Boston, MA : Safari
    ISBN: 9781119867876
    Language: English
    Pages: 1 online resource (512 pages)
    Edition: 3rd edition
    Keywords: Electronic books
    Abstract: An essential, all-in-one guide to investment banking and valuation, complete with downloadable models – this new edition reflects valuable contributions from Nasdaq and the global law firm Latham & Watkins LLP plus access to the online valuation models and course. The thoroughly revised Third Edition of Investment Banking: Valuation, LBOs, M&A, and IPOs (Book + Valuation Models) delivers the most current discussion of valuation and deal-making fundamentals essential to the work of investment bankers, private equity professionals, hedge fund investors, corporate lawyers, executives, and students. Drawing on over four decades of combined experience in investment banking and investing, authors Joshua Rosenbaum and Joshua Pearl explain how to perform the valuation work and financial analysis at the core of Wall Street – comparable companies, precedent transactions, DCF, LBO, M&A analysis...and now IPO analytics and valuation. Using a step-by-step, how-to approach for each methodology, the authors build a chronological knowledge base and define key terms, financial concepts, and processes throughout the book. Now, over 10 years after the release of the first edition, the book is more relevant and topical than ever. The book has sold over 250,000 copies and is used in over 200 universities globally. It has become a go-to resource for investment banks, private equity, investment firms, and corporations undertaking M&A transactions, LBOs, IPOs, restructurings, and investment decisions. While the fundamentals haven't changed, the environment must adapt to changing market developments and conditions. As a result, Rosenbaum and Pearl have updated their widely-adopted book accordingly, turning the latest edition into a unique and comprehensive training package. The Third Edition includes six downloadable valuation model templates: Comparable Companies Analysis, Precedent Transactions Analysis, Discounted Cash Flow Analysis, Leveraged Buyout Analysis, M&A Analysis, and IPO Valuation, available at www.wiley.com/go/investmentbanking3e.
    Note: Online resource; Title from title page (viewed February 8, 2022) , Mode of access: World Wide Web.
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  • 94
    ISBN: 9780738460291
    Language: English
    Pages: 1 online resource (640 pages)
    Edition: 1st edition
    Keywords: Electronic books
    Abstract: This IBM® Redbooks® publication captures several of the preferred practices and describes the performance gains that can be achieved by implementing the IBM SAN Volume Controller powered by IBM Spectrum® Virtualize Version 8.4.2. These practices are based on field experience. This book highlights configuration guidelines and preferred practices for the storage area network (SAN) topology, clustered system, back-end storage, storage pools and managed disks, volumes, Remote Copy services and hosts. It explains how you can optimize disk performance with the IBM System Storage Easy Tier® function. It also provides preferred practices for monitoring, maintaining, and troubleshooting. This book is intended for experienced storage, SAN, IBM FlashSystem®, IBM SAN Volume Controller, and IBM Storwize® administrators and technicians. Understanding this book requires advanced knowledge of these environments.
    Note: Online resource; Title from title page (viewed January 17, 2022) , Mode of access: World Wide Web.
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  • 95
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    [Erscheinungsort nicht ermittelbar] : Pragmatic AI Solutions | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 8 min.)
    Edition: 1st edition
    Keywords: Electronic videos
    Abstract: Build a robust Python CLI tool with argparse The argparse module is part of the Python standard library and meant to help you build robust command line tools. Once you need flags, switches, values, or positional arguments, it is very difficult to achieve that without using a framework. In this case, argparse can help build all you need to handle inputs in the terminal. We'll see how a single file named size.py that calculates file sizes can make use of argparse to handle the input in the terminal. Then, we will cover how error handling is done automatically when the expectations from argparse aren't met. And finally, we'll go through some of the help menu options that construct the body of the help output. Check the resources section for the GitHub repo with sample code Why would you want to use argparse Since argparse is part of the Python standard library, there is no need for you to define or install any external dependencies. You are ensuring that any Python installation in any system will work correctly out of the gate. A very basic Python CLI tool without dependencies using the argparse module Next steps Now that you know how to enhance a Python script into a more powerful one with argparse , you can try out other frameworks like the Click framework or something much simpler by using the sys module. I have examples and guides for the sys.argv module and for using the Click framework . Useful links and resources GitHub repo with sample code Build Python applications from scratch Setup your Data Science environment with VSCode
    Note: Online resource; Title from title screen (viewed February 8, 2022) , Mode of access: World Wide Web.
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    [Erscheinungsort nicht ermittelbar] : Manning Publications | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 33 min.)
    Edition: 1st edition
    Keywords: Electronic videos
    Abstract: Introductory lesson on time series forecasting in Python. Marco Peixeiro explores the random walk model, MA(q) and AR(p) models. Throughout the lesson, he explores the foundational concept of stationarity, and learn how to use the ACF and PACF plots for forecasting.
    Note: Online resource; Title from title screen (viewed January 14, 2022) , Mode of access: World Wide Web.
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    [Erscheinungsort nicht ermittelbar] : Pragmatic AI Solutions | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 8 min.)
    Edition: 1st edition
    Keywords: Electronic videos
    Abstract: Setup quick and easy way to mount a SAMBA (SMB) file share in an Azure VM with a pre-configured BASH script. The shell script will allow you to automatically mount the share and save your work. This type of workflow allows your infrastructures and virtual machines to be resilient to failure. This is a short video that covers only setting up SMB on a VM. For a full video with setting up the VM, SSH access, and connect a remote compute to VSCode go here Follow along with more examples in the Github repository This video covers: Create a Storage Account Create a File Share for a Storage Account Use SSH to connect to a remote Virtual Machine Use a pre-configured shell script to mount the share Verify files and directories through the Azure portal 00:00 Introduction 00:26 Azure Portal Virtual Machines 01:00 SSH Connection string 01:41 Create a Storage Account in Azure 03:18 Create a File Share (SAMBA) in Azure 04:12 SAMBA connection snippet in BASH (Shell script) for mounting 05:06 Create the script in the Virtual Machine 05:34 Mount the SAMBA share and verify it is mounted in /mnt/ 06:45 Verify created files are available in the Azure Portal for the File Share Useful links: * Github Repository with summary instructions * Create a File share documentation on Azure * Data Science VMs in Azure
    Note: Online resource; Title from title screen (viewed January 27, 2022) , Mode of access: World Wide Web.
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  • 98
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    [Erscheinungsort nicht ermittelbar] : Pragmatic AI Solutions | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 7 min.)
    Edition: 1st edition
    Keywords: Electronic videos
    Abstract: Learn to deploy an AWS Lambda Function in Python with CDK. 00:00 Intro 00:36 Verify CDK Version 01:00 Initialize Python CDK app 02:09 Create AWS Python Lambda 02:50 Add AWS CDK Stack for AWS Lambda 03:42 Run cdk diff 04:06 bootstrap cdk 05:31 run cdk deploy result 06:01 test AWS Lambda in Console
    Note: Online resource; Title from title screen (viewed January 24, 2022) , Mode of access: World Wide Web.
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    [Erscheinungsort nicht ermittelbar] : Pragmatic AI Solutions | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 9 min.)
    Edition: 1st edition
    Keywords: Electronic videos
    Abstract: Learn to perform Continuous Delivery of Container Based Projects using ECR, Cloud9 and App Runner. 00:00 Intro 00:27 Architectural Overview 01:30 FastAPI project overview 01:50 Setup AWS Cloud9 03:20 Setup ECR 05:00 Setup AWS App Runner
    Note: Online resource; Title from title screen (viewed January 26, 2022) , Mode of access: World Wide Web.
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  • 100
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    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 58 min.)
    Edition: 1st edition
    DDC: 174/.9004
    Keywords: DataKind (Firm) ; Information technology Moral and ethical aspects ; Technological innovations Moral and ethical aspects ; Data curation Moral and ethical aspects ; Electronic videos ; Innovations ; Aspect moral ; Édition de contenu ; Aspect moral ; Information technology ; Moral and ethical aspects ; Technological innovations ; Moral and ethical aspects ; Instructional films ; Internet videos ; Nonfiction films ; Instructional films ; Nonfiction films ; Internet videos ; Films de formation ; Films autres que de fiction ; Vidéos sur Internet ; Webcast
    Abstract: Data scientists often set out to make a positive impact—generating insights upon which organizations can make decisions. A key aspect of that work is ensuring that data is being collected, managed, and analyzed ethically. But as conversations about ethical data science increase, so do questions about how ethics in data science looks in practice: When do you do an ethics check? And what do you do if something seems off? Join us for this Case Study with DataKind’s Afua Bruce and Rachel Wells to hear what happened when their team faced an ethical challenge during a project that used social media data. While wrapping up the project, the team found out that they didn’t have full information on how the data was obtained. Faced with the decision about whether to deliver the project to the partner when the data trail was incomplete, DataKind reviewed the data source’s use policies, unpacked the trade-offs of different approaches, and carefully communicated with all stakeholders to eventually terminate the project. Afua and Rachel take you through the decision-making process, trade-offs, outcomes, and lessons learned from this project experience; highlight the importance of a data trail and evaluating where all data sources come from; and explain how to walk back a data science solution and project when ethical issues arise. Recorded on January 25, 2022. See the original event page for resources for further learning or watch recordings of other past events . O'Reilly Case Studies explore how organizations have overcome common challenges in business and technology through a series of one-hour interactive events. You’ll engage in a live conversation with experts, sharing your questions and challenges while hearing their unique perspectives, insights, and lessons learned.
    Note: Online resource; Title from title screen (viewed February 25, 2022) , Mode of access: World Wide Web.
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