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  • MPI Ethno. Forsch.  (5,171)
  • GBV  (4)
  • 2020-2024  (5,171)
  • Safari, an O’Reilly Media Company.  (5,078)
  • Nuclear Energy Agency
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  • MPI Ethno. Forsch.  (5,171)
  • GBV  (4)
  • BSZ  (4)
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  • 1
    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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  • 2
    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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  • 3
    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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  • 4
    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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  • 5
    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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  • 6
    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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  • 7
    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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  • 8
    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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  • 9
    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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  • 10
    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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  • 11
    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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  • 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] : 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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  • 14
    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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  • 15
    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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  • 16
    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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  • 17
    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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  • 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] : 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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  • 20
    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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  • 21
    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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  • 22
    Online Resource
    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
    ISBN: 9789264723450
    Language: English
    Pages: 1 Online-Ressource (435 p.) , 21 x 28cm.
    Keywords: Nuclear Energy
    Abstract: Knowledge of basic nuclear physics data is essential for the modelling and safe operation of all types of nuclear facilities. The de facto international standard format, Evaluated Nuclear Data File 6 (ENDF-6) format, was designed originally for 1960s era punch-card readers. The replacement of the system of codes built off this format has been recognised as an important initiative. The ability to use increasingly high-fidelity nuclear physics, coupled to accurate uncertainties, is crucial for advanced simulations. This in turn requires more detailed and accurate data, then requiring improvements to the data storage standards, simultaneously enabling robust Quality Assurance and transfer of knowledge to the next generation. In 2013, the NEA Working Party on International Nuclear Data Evaluation Co-operation (WPEC) launched a project to review the requirements for an international replacement for ENDF-6. The recommendations prompted the creation of a new Expert Group on a Generalised Nuclear Data Structure (GNDS) in 2016 that has used these requirements as the framework for a new format specification. Following rigorous international review, version 1.9 was unanimously approved as the first official published format in 2020. Since then, some 149 formal change requests were made to add new features and clarifications to the specifications, which were unanimously approved for publication in this release as version 2.0.
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  • 24
    ISBN: 9789264654860
    Language: English
    Pages: 1 Online-Ressource (178 p.) , 21 x 28cm.
    Keywords: Nuclear Energy
    Abstract: The radiation dose rate emitted by spent fuel assemblies is a crucial parameter within the framework of proliferation resistance, and its accurate determination is hence of paramount importance. Recent calculations have shown some discrepancies with historical results for pressurised water reactor spent fuel assemblies. To verify these discrepancies and help define a reference calculation, an international benchmark was carried out under the framework of the Nuclear Energy Agency (NEA) Expert Group on Advanced Fuel Cycle Scenarios (EGAFCS). The benchmark aimed to verify updated dose rate calculation procedures (new modelling approaches, new nuclear data, new versions of calculation codes) and share the benchmark results at the international level. The benchmark, including code-to-code verification and validation against experimental data, has shown and validated a methodology for the adequate estimation of the radiation dose rate from pressurised water reactor spent fuel assemblies (UOX and MOX) after certain periods of decay, confirming also the self-resistance of the simulated assemblies. This report outlines the exercise, its results and a series of recommendations for calculations.
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  • 25
    ISBN: 9789264664883
    Language: English
    Pages: 1 Online-Ressource (56 p.) , 21 x 28cm.
    Keywords: Energy ; Nuclear Energy
    Abstract: This report compiles and shares some of the lessons learnt from implementing post-Fukushima actions related to human and organisational factors (HOF), including at nuclear facility operating companies, technical support organisations, research institutions, and regulatory authorities. It summarises a two-phase information-gathering exercise, overseen by the NEA Working Group on Human and Organisational Factors, about the requirements and guidelines that countries and nuclear licensees have adopted since the accident. The report discusses the central role of human and organisational performance in mitigating extreme external events and the management of severe accidents. It addresses the importance of validating the ability to perform these actions, and the challenges associated with performing such validations with fidelity to the conditions likely to be present during such events. The report concludes by providing four key recommendations that seek to promote greater sharing of information and the identification of best practices.
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  • 26
    Online Resource
    Online Resource
    Paris : OECD Publishing
    ISBN: 9789264898271
    Language: English
    Pages: 1 Online-Ressource (72 p.) , 21 x 28cm.
    Keywords: Nuclear Energy
    Abstract: The disposal of long-lived radioactive waste in a deep geological repository (DGR) is a scientifically and technically credible solution that meets the need for long-term safety without reliance on active monitoring and management. Nevertheless, it is important to assess the potential risks that may be associated with such a nuclear installation and to ensure that an appropriate regime is in place to adequately compensate third parties in case they suffer nuclear damage caused by a DGR. Therefore, countries developing or intending to develop DGRs must take into account nuclear third party liability regime(s) as long as they apply to the disposal facilities. Those regimes establish a specific legal system that deviates from general tort law principles, including strict and exclusive liability of the operator of a nuclear installation, which will have to maintain a compulsory financial security to cover its liability. Given the unusually long life cycles of such installations, this report discusses issues that concern future generations against the background of the currently applicable legal frameworks for the operation of nuclear installations, and existing technical knowledge, conscious that both will evolve. Nevertheless, it is important to identify and address potential issues regarding nuclear liability with the currently applicable legal frameworks and to set a clear framework for the applicable nuclear liability regime(s) during the different phases of operation of the DGR.
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  • 27
    Online Resource
    Online Resource
    Paris : OECD Publishing
    ISBN: 9789264844414
    Language: English
    Pages: 1 Online-Ressource (147 p.) , 21 x 28cm.
    Keywords: Energy ; Nuclear Energy
    Abstract: This report aims to highlight the needs of integral experiments in the field of nuclear criticality safety, and to identify the available experimental facilities where such experiments could be performed. In order to identify existing experimental needs, the NEA surveyed international nuclear criticality safety (NCS) practitioners and members of the Working Party on Nuclear Criticality Safety (WPNCS). Responses were received from eight organisations and five countries (Canada, the Czech Republic, France, Japan and the United States); additional responses were also sent by four organisations in two countries (Switzerland and the United Kingdom). The survey results were examined by the WPNCS Subgroup on Experimental Needs for Criticality Safety Purposes (SG-5), which ranked the 25 identified needs in terms of priority as well as describing these needs in detail. A dedicated section of the report describes the existing proprietary experiments that might be used to meet some of the identified needs. Another section highlights some of the many facilities available to perform some of the prioritised criticality experiments.
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  • 28
    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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  • 29
    Language: English
    Pages: 1 Online-Ressource (40 p.)
    Series Statement: CSNI Technical Opinion Papers no.18
    Keywords: Nukleare Sicherheit ; Erdbeben ; Nuclear Energy
    Abstract: Seismic probabilistic safety assessment (SPSA) is a systematic method for examining and evaluating the risk from earthquake-initiated accidents. The significant advances in the area of SPSA since the initial publication in 2002 of Technical Opinion Paper No. 2: Seismic Probabilistic Safety Assessment for Nuclear Facilities by the OECD Nuclear Energy Agency have prompted its revision. The objective of this report is to provide the up-to-date international view on the state of the SPSA as it is currently being applied, including a description of the main elements of SPSA. While the uncertainties associated with seismic hazard and the determination of seismic failure probabilities are typically large, the inclusion of SPSA in a risk assessment results in a more complete risk picture, and thus enables more meaningful PSA applications.
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  • 30
    Online Resource
    Online Resource
    Paris : OECD Publishing
    ISBN: 9789264796331
    Language: English
    Pages: 1 Online-Ressource (55 p.) , 21 x 28cm.
    Series Statement: Nuclear Development
    Keywords: Nuclear Energy
    Abstract: Reducing industrial carbon emissions is one of the most difficult challenges on the path to net zero by 2050 due to the magnitude of greenhouse gas emissions from the industrial sector and technical requirements for heat in addition to power. High-temperature gas-cooled reactors (HTGRs) are a promising Generation IV nuclear technology that can supply process heat for a variety of industrial applications. The Nuclear Energy Agency investigated the potential and limitations of HTGRs for industrial heat applications. This study reviews the technical features and development status of HTGRs as a low-carbon heat source and explores how this technology could meet the process heat requirements of different industrial processes. It revealed the potential industrial applications of HTGR heat in the near term as well as further opportunities in the medium to long term while identifying the remaining challenges for the industrial deployment of this technology.
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  • 31
    Online Resource
    Online Resource
    Paris : OECD Publishing
    ISBN: 9789264318199
    Language: English
    Pages: 1 Online-Ressource (47 p.) , 21 x 28cm.
    Series Statement: Nuclear Safety
    Keywords: Nuclear Energy
    Abstract: This report from the NEA Working Group on Human and Organisational Performance establishes a common understanding around the terms human performance (HP), organisational performance (OP), and human and organisational factors (HOF) through a simple model. The model presented illustrates the strong inter-relationship between the terms. It shows that HP includes both human activities and the results of these activities. HOF are the factors which have influence on HP in a positive or adverse manner in a given situation. They can be categorised as human-, technology- and organisation-related factors which are themselves under continuous interaction with each other. The report highlights the need for all managers to develop an understanding that the continuous application of a systemic approach is required to establish and sustain an effective management system and to foster safety culture.
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  • 32
    Online Resource
    Online Resource
    Paris : OECD Publishing
    ISBN: 9789264492172
    Language: English
    Pages: 1 Online-Ressource (215 p.) , 21 x 28cm.
    Series Statement: Nuclear Development
    Keywords: Kernenergie ; Kraft-Wärme-Kopplung ; Elektrizitätswirtschaft ; Nuclear Energy
    Abstract: Nuclear energy is an important source of low-carbon electricity and thus plays a significant role in avoiding carbon emissions. It has the potential to decarbonise the global energy sector even further by also providing heat for industrial applications and residential heating, which both continue to run mainly on fossil fuels. More than 65 nuclear reactors around the world (about 15% of the total) with decades of experience demonstrate on a daily basis the feasibility of providing non-electric applications of nuclear energy such as district heating, desalination or other forms of process heat. In order to further reduce carbon emissions, the share of nuclear reactors used for cogeneration needs to be expanded. However, until recently the economic competitiveness of thermal energy produced by nuclear power plants has been a challenge. Not accounting for climate change impacts, heat produced by gas- or coal-fired power plants has frequently been cheaper. Yet, as fossil fuel prices rise and carbon costs are increasingly accounted for, the economics of nuclear cogeneration begin to look more favourable. A good understanding of the technical realities and economics of nuclear cogeneration, including its implications for electricity and energy systems, is essential to take advantage of this changed environment. This NEA report provides a thorough overview of nuclear cogeneration, with a view to helping energy decisionmakers and interested experts in assessing the costs and benefits of having nuclear energy provide both low-carbon electricity and low-carbon heat.
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  • 33
    ISBN: 9789264717398
    Language: English
    Pages: 1 Online-Ressource (67 p.) , 21 x 28cm.
    Series Statement: Nuclear Safety
    Keywords: Nuclear Energy
    Abstract: One of the key areas in fuel safety is the analysis of fuel behaviour under reactivity-initiated accident conditions. Reactivity-initiated accident fuel rod codes have been developed for a significant period of time and they all have shown their ability to reproduce some experimental results with a certain degree of adequacy. However, they sometimes rely on different specific modelling assumptions whose influence on the final results of the calculations is difficult to evaluate. This report summarises three phases of benchmark conducted by the NEA between 2010 and 2019 with codes for calculating fuel behaviour in reactivity initiated accidents. Building on previous NEA reports, it provides recommendations for future research and code enhancements for safety analysis regarding reactivity accidents.
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  • 34
    ISBN: 9789264629479
    Language: English
    Pages: 1 Online-Ressource (520 p.) , 21 x 28cm.
    Keywords: Nuclear Energy
    Abstract: Principles and Practice of International Nuclear Law examines the various interrelated legal issues for the safe, efficient and secure use of nuclear energy. It provides an overview of the complex body of laws and legal regimes in international nuclear law, as well as the many developments that have unfolded in recent years impacting all aspects of nuclear safety, security, safeguards and liability. It also gives a concise overview of the main international institutions, and addresses such issues as radiological protection, nuclear safety, environmental protection, nuclear transport, nuclear security, safeguards, nuclear third party liability and compensation for nuclear damage, insurance, nuclear trade and project development.
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  • 35
    ISBN: 9789264881075
    Language: English
    Pages: 1 Online-Ressource (248 p.) , 21 x 28cm.
    Series Statement: Radioactive Waste Management
    Keywords: Energy
    Abstract: The NEA Clay Club has been gathering the key geoscientific characteristics of the various argillaceous formations that are – or have been – studied in NEA member countries in the context of radioactive waste disposal, resulting in the publication of the Clay Club Catalogue of Characteristics of Argillaceous Rocks in 2005. This publication builds upon the 2005 NEA report by providing updated datasets for a select number of argillaceous formations presented in the previous report, as well as an expanded discussion of: the formations and their properties; the nuclear waste management organisations responsible for the implementation of the deep geological repository concept; the design concept proposed for a deep geological repository in the respective countries and rock formations; and some of the favourable properties of said argillaceous formations. A key goal of this report is to present the data in a manner that allows reasonable comparability (in both scale and methods) of the included parameters, in order to support the formal assessment and demonstration of the capacity of clay-rich formations to securely contain and isolate nuclear waste from the natural environment.
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  • 36
    ISBN: 9789264849389
    Language: English
    Pages: 1 Online-Ressource (103 p.) , 21 x 28cm.
    Series Statement: Nuclear Development
    Keywords: Kernbrennstoff ; Bergbau ; Stakeholder ; Corporate Social Responsibility ; Nuclear Energy
    Abstract: The transformative activity of mining has numerous economic, social and environmental impacts that can be both positive and adverse for communities, ecosystems and economies. As the uranium industry begins to address negative perceptions and legacies associated with past activities, environmental, socioeconomic and governance aspects of the uranium mining life cycle are gaining increased attention from investors, communities, regulators and other stakeholders. While environmental and human health and safety concerns often dominate stakeholder engagement programmes and public conversations about uranium operations, less public discussion and analytical research are typically devoted to the socio-economic aspects. This was the basis for this report. Through an examination of case studies from several countries the aim is to clarify how the numerous activities related to uranium mining affect various aspects of socio-economic development – including employment, supply chain investments, exports, taxes and royalties, innovation, infrastructure, education and medical care. This report’s inventory of leading practices is intended to inform public debate on uranium mine development and provide policymakers with a framework of approaches to maximise the social and economic benefits of uranium mining projects.
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  • 37
    Language: English
    Pages: 1 Online-Ressource (55 p.) , 21 x 28cm.
    Series Statement: CSNI Technical Opinion Papers no.19
    Keywords: Energy ; Nuclear Energy
    Abstract: Following the accident at the Fukushima Daiichi Nuclear Power Plant, many countries began funding research and development on nuclear fuel designs with enhanced accident tolerance (ATFs). ATFs have improved designs, materials and performance features compared with those of the current generation of slightly enriched UO2 ceramic pellets within cylindrical zirconium alloy cladding. This report evaluates the applicability of existing fuel design and performance requirements to some of the new ATF designs (coated zirconium alloy fuel rod cladding, FeCrAl fuel rod cladding, silicon carbide fuel rod cladding, doped uranium dioxide ceramic fuel pellets, uranium silicide ceramic fuel pellets),identifies new phenomena which create the need for new or different performance metrics and design requirements, identifies data gaps and discusses opportunities for international collaborative research to fill them. A variety of new phenomena were identified for the examined ATF designs which challenged the applicability of existing performance metrics and analytical limits or created the need for new criteria. Recommendations to address these challenges are provided with the intention to inform future international research programmes and support ATF licensing.
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  • 38
    ISBN: 9789264883116
    Language: English
    Pages: 1 Online-Ressource (92 p.) , 21 x 28cm.
    Series Statement: Radiological Protection
    Keywords: Nuclear Energy
    Abstract: Ten years after the Fukushima Daiichi Nuclear Power Plant accident, many lessons have been learnt that have helped improve preparedness for nuclear emergencies and awareness of the global risks that such accidents can entail. This includes a number of long-lasting, multidimensional impacts on health(including mental health and psychosocial support), the economy, and the environment. Recovery from a nuclear or radiological accident is a long, complex and resource-intensive process. To facilitate efficient recovery, it is important to establish processes and procedures during the preparedness phase to activate the resources required and to involve the relevant stakeholders at all levels. This report addresses the need for a harmonised approach towards efficient recovery management from nuclear or radiological accidents, which aims to assist countries to develop their own national plans and procedures for post-accident recovery preparedness in a harmonised manner, through the introduction of a cyclical approach.
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  • 39
    Online Resource
    Online Resource
    Paris : OECD Publishing
    In:  Nuclear Law Bulletin Vol. 2021, no. 1 | volume:2021 | year:2021 | number:1
    Language: English
    Pages: 1 Online-Ressource (12 p.)
    Titel der Quelle: Nuclear Law Bulletin
    Angaben zur Quelle: Vol. 2021, no. 1
    Angaben zur Quelle: volume:2021
    Angaben zur Quelle: year:2021
    Angaben zur Quelle: number:1
    Keywords: Nuclear Energy
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  • 40
    Online Resource
    Online Resource
    Paris : OECD Publishing
    In:  Nuclear Law Bulletin Vol. 2021, no. 1 | volume:2021 | year:2021 | number:1
    Language: English
    Pages: 1 Online-Ressource (2 p.)
    Titel der Quelle: Nuclear Law Bulletin
    Angaben zur Quelle: Vol. 2021, no. 1
    Angaben zur Quelle: volume:2021
    Angaben zur Quelle: year:2021
    Angaben zur Quelle: number:1
    Keywords: Nuclear Energy
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  • 41
    Online Resource
    Online Resource
    Paris : OECD Publishing
    In:  Nuclear Law Bulletin Vol. 2021, no. 1 | volume:2021 | year:2021 | number:1
    Language: English
    Pages: 1 Online-Ressource (6 p.)
    Titel der Quelle: Nuclear Law Bulletin
    Angaben zur Quelle: Vol. 2021, no. 1
    Angaben zur Quelle: volume:2021
    Angaben zur Quelle: year:2021
    Angaben zur Quelle: number:1
    Keywords: Nuclear Energy
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  • 42
    Online Resource
    Online Resource
    Paris : OECD Publishing
    In:  Nuclear Law Bulletin Vol. 2021, no. 1 | volume:2021 | year:2021 | number:1
    Language: English
    Pages: 1 Online-Ressource (8 p.)
    Titel der Quelle: Nuclear Law Bulletin
    Angaben zur Quelle: Vol. 2021, no. 1
    Angaben zur Quelle: volume:2021
    Angaben zur Quelle: year:2021
    Angaben zur Quelle: number:1
    Keywords: Nuclear Energy
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  • 43
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    Online Resource
    [Erscheinungsort nicht ermittelbar] : Pragmatic AI Solutions | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 28 min.)
    Edition: 1st edition
    Keywords: Electronic videos
    Abstract: Episode 5: Collections Swift Collections 00:00 Intro 01:52 Collection Types 04:00 Array 07:00 Type Inference with Arrays 15:00 Sets 21:00 Dictionaries
    Note: Online resource; Title from title screen (viewed February 8, 2022) , Mode of access: World Wide Web.
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  • 44
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : Pragmatic AI Solutions | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 32 min.)
    Edition: 1st edition
    Keywords: Electronic videos
    Abstract: Episode 10: Solutions Architect Part 2- EC2 00:00 Intro 02:50 Compute choices 13:00 Instance Type 15:00 User data input 22:00 EC2 Storage 24:00 EFS
    Note: Online resource; Title from title screen (viewed February 8, 2022) , Mode of access: World Wide Web.
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  • 45
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : Pragmatic AI Solutions | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 32 min.)
    Edition: 1st edition
    Keywords: Electronic videos
    Abstract: Part 1 of solutions architect cert 00:00 Intro 01:30 Overview of Exam 07:00 AWS Architecture 08:00 Well Architected 11:00 Scalability 17:00 AWS Regions 22:00 AWS S3 26:00 AWS Costs 28:00 AWS Snowball and Snowmobile
    Note: Online resource; Title from title screen (viewed February 2, 2022) , Mode of access: World Wide Web.
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  • 46
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : Pragmatic AI Solutions | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 30 min.)
    Edition: 1st edition
    Keywords: Electronic videos
    Abstract: Learn to develop with AWS App Runner and AWS Lambda
    Note: Online resource; Title from title screen (viewed January 19, 2022) , Mode of access: World Wide Web.
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  • 47
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : Apress | Boston, MA : Safari
    ISBN: 9781484278024
    Language: English
    Pages: 1 online resource (355 pages)
    Edition: 1st edition
    Keywords: Electronic books
    Abstract: Understand model interpretability methods and apply the most suitable one for your machine learning project. This book details the concepts of machine learning interpretability along with different types of explainability algorithms. You’ll begin by reviewing the theoretical aspects of machine learning interpretability. In the first few sections you’ll learn what interpretability is, what the common properties of interpretability methods are, the general taxonomy for classifying methods into different sections, and how the methods should be assessed in terms of human factors and technical requirements. Using a holistic approach featuring detailed examples, this book also includes quotes from actual business leaders and technical experts to showcase how real life users perceive interpretability and its related methods, goals, stages, and properties. Progressing through the book, you’ll dive deep into the technical details of the interpretability domain. Starting off with the general frameworks of different types of methods, you’ll use a data set to see how each method generates output with actual code and implementations. These methods are divided into different types based on their explanation frameworks, with some common categories listed as feature importance based methods, rule based methods, saliency maps methods, counterfactuals, and concept attribution. The book concludes by showing how data effects interpretability and some of the pitfalls prevalent when using explainability methods. What You’ll Learn Understand machine learning model interpretability Explore the different properties and selection requirements of various interpretability methods Review the different types of interpretability methods used in real life by technical experts Interpret the output of various methods and understand the underlying problems Who This Book Is For Machine learning practitioners, data scientists and statisticians interested in making machine learning models interpretable and explainable; academic students pursuing courses of data science and business analytics.
    Note: Online resource; Title from title page (viewed January 1, 2022) , Mode of access: World Wide Web.
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  • 48
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : Pragmatic AI Solutions | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 1 hr., 2 min.)
    Edition: 1st edition
    Keywords: Electronic videos
    Abstract: 52 Weeks of AWS Episode 5: I dive into the penultimate Cloud Practitioner Material. Part3 + Network and Content Delivery, Compute Storage
    Note: Online resource; Title from title screen (viewed January 4, 2022) , Mode of access: World Wide Web.
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    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    ISBN: 9781803243337
    Language: English
    Pages: 1 online resource (1 video file, approximately 2 hr., 40 min.)
    Edition: 1st edition
    Keywords: Electronic videos
    Abstract: Learn to build and work with VMs (Virtual Machines) using VirtualBox running Windows 10 and Windows Server 2016 About This Video Create your own Windows 10 and Server 2016 virtualized lab from scratch Learn to set up a Sandbox virtual testing environment LAN Explore the basics of virtualization along with the setting and features of a VirtualBox In Detail In this course, you will get a step-by-step explanation of how you can use VirtualBox, a free virtualization software platform, to create your own virtualized lab on your home computer that is isolated from your physical network, which is perfect for expanding your knowledge of Windows. We will cover the basics of virtualization, how to install and use VirtualBox, how to create virtual machines, how to Install Windows 10, how to Install Windows Server 2016, how to set up a Sandbox internal test network, Microsoft Active Directory fundamentals, how to install and configure Active Directory, and finally, how to install and configure DHCP in Windows Server 2016. Once you complete this course, you will know exactly how to use VirtualBox to create your own Windows 10 and Server 2016 virtualized lab. Who this book is for This course is designed for aspiring and inexperienced IT professionals. Anyone wanting to expand their knowledge of VirtualBox virtualization or Windows 10 and Windows Server 2016 will benefit from this course.
    Note: Online resource; Title from title screen (viewed January 12, 2022) , Mode of access: World Wide Web.
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  • 50
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    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (450 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: Companies looking to move enterprise applications to the cloud are busy weighing several options, such as the use of containers, machine learning, and serverless computing. There’s a better way. Instead of helping you fit your use case to individual technologies, this practical guide explains how to use these technologies to fit your use case. Author Rui Costa, a learning consultant with Google, demonstrates this approach by showing you how to run your application on Google Cloud. Each chapter is dedicated to an area of technology that you need to address when planning and deploying your application. This book starts by presenting a detailed fictional use case, followed by chapters that focus on the building blocks necessary to deploy a secure enterprise application successfully. Build serverless applications with Google Cloud Functions Explore use cases for deploying a real-time messaging service Deploy applications to Google Kubernetes Engine (GKE) Build multiregional GKE clusters Integrate continuous integration and continuous delivery with your application Incorporate Google Cloud APIs, including speech-to-text and data loss prevention Enrich data with Google Cloud Dataflow Secure your application with Google Cloud Identity-Aware Proxy Explore BigQuery and visualization with Looker and BigQuery SDKs
    Note: Online resource; Title from title page (viewed January 25, 2022) , Mode of access: World Wide Web.
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  • 51
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    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    ISBN: 9781098113599 , 1098113594
    Language: English
    Pages: 1 online resource (175 pages)
    Edition: 1st edition
    Parallel Title: Erscheint auch als
    DDC: 006.3/5
    Keywords: Natural language processing (Computer science) ; Generative programming (Computer science) ; Electronic books
    Abstract: GPT-3: NLP with LLMs is a unique, pragmatic take on Generative Pre-trained Transformer 3, the famous AI language model launched by OpenAI in 2020. This model is capable of tackling a wide array of tasks, like conversation, text completion, and even coding with stunningly good performance. Since its launch, the API has powered a staggering number of applications that have now grown into full-fledged startups generating business value. This book will be a deep dive into what GPT-3 is, why it is important, what it can do, what has already been done with it, how to get access to it, and how one can build a GPT-3 powered product from scratch. This book is for anyone who wants to understand the scope and nature of GPT-3. The book will evaluate the GPT-3 API from multiple perspectives and discuss the various components of the new, burgeoning economy enabled by GPT-3. This book will look at the influence of GPT-3 on important AI trends like creator economy, no-code, and Artificial General Intelligence and will equip the readers to structure their imaginative ideas and convert them from mere concepts to reality.
    Note: Online resource; Title from title page (viewed May 25, 2022) , Mode of access: World Wide Web.
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  • 52
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    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    ISBN: 9781803243382
    Language: English
    Pages: 1 online resource (1 video file, approximately 4 hr., 43 min.)
    Edition: 1st edition
    Keywords: Electronic videos
    Abstract: Be a part of the beginner-friendly course on HTML. This course is designed for absolute beginners who want to build their webpages with a hands-on approach. About This Video Get access to all the resources such as PPT, images, and coding files such as .html used in this course Learn from compact, high-quality, and engaging content, making the learning phase more enjoyable Study how to create HTML forms, apply HTML graphics using examples, and HTML media in brief In Detail HTML is an acronym that stands for HyperText Markup Language. Markup languages are different from programming languages. Where programming languages help us modify data, we use markup language to determine how elements are displayed on a webpage. HTML has a simple, text-based structure that’s easy for beginners to learn and understand. HTML is used in building the front end of the website. It is referred to as the foundational language of the web and constitutes the basic structure of all modern websites. The course starts with an introduction to the Internet, Domain, IP address, and browsers. After that, you will install Visual Studio Code and get introduced to HTML and its basics. You will look at the various HTML versions and ways of formatting such as style, comments, colors, and more. Next, you will get introduced to class, ID, and layout. Finally, you will learn about forms in HTML, look at HTML graphics, and understand HTML media in detail. By the end of this course, you will have learned the advanced concepts of HTML 5, which will help you beautify websites and gain enough confidence to explore/enter the creative world of User Interface. Who this book is for This course is designed for anyone interested in learning web development and how to create web pages. The beginner- to intermediate-level developers who want to learn and create beautiful websites would also benefit from this course. No prior knowledge of HTML is required. Some basic computer and programming skills are necessary but not mandatory.
    Note: Online resource; Title from title screen (viewed January 31, 2022) , Mode of access: World Wide Web.
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  • 53
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    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    ISBN: 9781803231785
    Language: English
    Pages: 1 online resource (1 video file, approximately 4 hr., 52 min.)
    Edition: 1st edition
    Keywords: Electronic videos
    Abstract: Start your DevOps journey by learning and building containers using Docker, Kubernetes, and DevOps About This Video Learn Docker and orchestration tools such as Docker Swarm and Kubernetes Learn how to build containers using Docker, Kubernetes, and DevOps Get to grips with the fundamentals of containerization tools In Detail Docker is a software platform for building applications based on containers small and lightweight execution environments that make shared use of the operating system kernel but otherwise run-in isolation from one another. Docker packages software into standardized units called containers that have everything the software needs to run including libraries, system tools, code, and runtime. Containers simplify the delivery of distributed applications and have become increasingly popular as organizations shift to cloud-native development and hybrid multi-cloud environments. Today, Docker, and its open-source father now named Moby, is bigger than ever. According to Docker, over 3.5 million applications have been placed in containers using Docker technology and over 37 billion containerized applications have been downloaded. In this course, you will cover an introduction to DevOps; various stages of DevOps; docker architecture; images and containers; introduction to docker file and volume; introduction to orchestration and AWS ECS; introduction to Kubernetes; and lastly introduction to Docker swarm. By the end of this course, you will be able to build containers using Docker, Kubernetes, and DevOps easily. Who this book is for This course is designed for any student who wants to work as a software developer or wants to be a sysadmin or cloud infrastructure engineer. Anyone working as a cloud developer can also benefit from the course. No prior knowledge is required, just the basic understanding of the terminal, and should know the usage of the command line.
    Note: Online resource; Title from title screen (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 1 hr., 3 min.)
    Edition: 1st edition
    Keywords: Electronic videos
    Abstract: Interview with O'Reilly authors John Culkin and Mike Zazon for AWS Cookbook. Buy a copy here: https://www.amazon.com/AWS-Cookbook-Recipes-Success/dp/1492092606/ 00:00 Intro 02:00 Why book? 10:00 VMs vs Containers 17:00 security scanning containers 26:29 Demo recipes 32:56 CDK 55:15 cleanup
    Note: Online resource; Title from title screen (viewed February 1, 2022) , Mode of access: World Wide Web.
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  • 55
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    [Erscheinungsort nicht ermittelbar] : Pragmatic AI Solutions | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 24 min.)
    Edition: 1st edition
    Keywords: Electronic videos
    Abstract: In this episode I dive into IAC with AWS Lambda on AWS Cloud9 00:00 Intro 02:00 Overview of IAC Architecture 05:00 Setup AWS Cloud9 06:57 Read CDK Project Setup 08:00 Upgrade CDK 12:33 Create AWS Lambda in Python Marco/Polo Function 14:08 Setup CDK Stack 15:32 Deploy Changes via CDK Deploy 19:32 Invoke Lambda via CDK 21:15 Invoke Lambda via Cloud9
    Note: Online resource; Title from title screen (viewed January 26, 2022) , Mode of access: World Wide Web.
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  • 56
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    [Erscheinungsort nicht ermittelbar] : Pragmatic AI Solutions | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 35 min.)
    Edition: 1st edition
    Keywords: Electronic videos
    Abstract: I walk through the official Swift guide and try out Operators. 00:00 Intro 02:47 basic statements 08:00 Basic operator types 14:59 Conditional Statements 22:00 For loops with range 28:00 NOT AND OR
    Note: Online resource; Title from title screen (viewed January 26, 2022) , Mode of access: World Wide Web.
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    Paris : OECD Publishing
    In:  Nuclear Law Bulletin Vol. 2021, no. 1 | volume:2021 | year:2021 | number:1
    Language: English
    Pages: 1 Online-Ressource (8 p.)
    Titel der Quelle: Nuclear Law Bulletin
    Angaben zur Quelle: Vol. 2021, no. 1
    Angaben zur Quelle: volume:2021
    Angaben zur Quelle: year:2021
    Angaben zur Quelle: number:1
    Keywords: Nuclear Energy
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  • 58
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    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (65 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local ; Electronic books
    Abstract: There are awesome discoveries to be made and valuable stories to be told in datasets--and this book will help you uncover them. Whether you already work with data or just want to understand its possibilities, the techniques and advice in this practical book will help you learn how to better clean, evaluate, and analyze data to generate meaningful insights and compelling visualizations. Through foundational concepts and worked examples, author Susan McGregor provides the tools you need to evaluate and analyze all kinds of data and communicate your findings effectively. This book provides a methodical, jargon-free way for practitioners of all levels to harness the power of data. Use Python 3.8+ to read, write, and transform data from a variety of sources Understand and use programming basics in Python to wrangle data at scale Organize, document, and structure your code using best practices Complete exercises either on your own machine or on the web Collect data from structured data files, web pages, and APIs Perform basic statistical analysis to make meaning from data sets Visualize and present data in clear and compelling ways
    Note: Online resource; Title from title page (viewed February 25, 2022) , Mode of access: World Wide Web.
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  • 59
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    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (118 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: Give your organization the data protection it deserves, without the uncertainty and cost overruns experienced by your predecessors or other companies. System and network administrators today have their work cut out for them to protect physical and virtual machines in the data center and the cloud, mobile devices in laptops and tablets, SaaS services like Microsoft 365, Google Workspace, and Salesforce, and any persistent data created by Kubernetes and container workloads. To help you navigate the breadth and depth of this challenge, this book presents several solutions so you can determine which one is right for your company. You'll learn the unique requirements that each workload presents, then explore various categories of commercial backup hardware, software, and services available to protect these data sources, including the advantages and disadvantages of each approach. Learn the workload types that your organization should be backing up Explore the hardware, software, and services you can use to back up your systems Understand what's wrong with your current data protection system Pair your backed-up workloads to the appropriate backup system Learn the adjustments you need to make to make your backups better, without wasting money
    Note: Online resource; Title from title page (viewed February 25, 2022) , Mode of access: World Wide Web.
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  • 60
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    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    ISBN: 9781098106621 , 1098106628
    Language: English
    Pages: 1 online resource (93 pages)
    Edition: 1st edition
    Parallel Title: Erscheint auch als
    DDC: 005.74
    Keywords: Databases ; Graph databases ; Electronic books ; local
    Abstract: With the rapid rise of graph databases, organizations are now implementing advanced analytics and machine learning solutions to help drive business outcomes. This practical guide shows data scientists, data engineers, architects, and business analysts how to get started with a graph database using TigerGraph, one of the leading graph database models available. You'll explore a three-stage approach to deriving value from connected data: connect, analyze, and learn. Victor Lee, Xinyu Chan, and Gaurav Deshpande from TigerGraph present real use cases covering several contemporary business needs. By diving into hands-on exercises using TigerGraph Cloud, you'll quickly become proficient at designing and managing advanced analytics and machine learning solutions for your organization. Use graph thinking to connect, analyze, and learn from data for advanced analytics and machine learning Learn how graph analytics and machine learning can deliver key business insights and outcomes Use five core categories of graph algorithms to drive advanced analytics and machine learning Deliver a real-time 360-degree view of core business entities, including customer, product, service, supplier, and citizen Discover insights from connected data through machine learning and advanced analytics
    Note: Online resource; Title from title page (viewed May 25, 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 (60 pages)
    Edition: 3rd edition
    Parallel Title: Erscheint auch als
    DDC: 006.3/12
    Keywords: Data mining ; Python (Computer program language) ; Electronic books ; local ; Electronic books
    Abstract: Get the definitive handbook for manipulating, processing, cleaning, and crunching datasets in Python. Updated for Python 3.9 and pandas 1.2, the third edition of this hands-on guide is packed with practical case studies that show you how to solve a broad set of data analysis problems effectively. You�?�¢??ll learn the latest versions of pandas, NumPy, and Jupyter in the process. Written by Wes McKinney, the creator of the Python pandas project, this book is a practical, modern introduction to data science tools in Python. It�?�¢??s ideal for analysts new to Python and for Python programmers new to data science and scientific computing. Data files and related material are available on GitHub. Use the Jupyter notebook and IPython shell for exploratory computing Learn basic and advanced features in NumPy Get started with data analysis tools in the pandas library Use flexible tools to load, clean, transform, merge, and reshape data Create informative visualizations with matplotlib Apply the pandas groupby facility to slice, dice, and summarize datasets Analyze and manipulate regular and irregular time series data Learn how to solve real-world data analysis problems with thorough, detailed examples
    Note: Online resource; Title from title page (viewed September 25, 2022) , Mode of access: World Wide Web.
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    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    ISBN: 9781492093138 , 1492093130
    Language: English
    Pages: 1 online resource (106 pages)
    Edition: 4th edition
    DDC: 005.75/65
    Keywords: MySQL (Electronic resource) ; SQL (Computer program language) ; Database management ; Relational databases ; Electronic books ; local ; Electronic books
    Abstract: For MySQL, the price of popularity comes with a flood of questions from users on how to solve specific data-related issues. That's where this cookbook comes in. When you need quick solutions or techniques, this handy resource provides scores of short, focused pieces of code, hundreds of worked-out examples, and clear, concise explanations for programmers who don't have the time (or expertise) to resolve MySQL problems from scratch. In this updated fourth edition, authors Sveta Smirnova and Alkin Tezuysal provide more than 200 recipes that cover powerful features in both MySQL 5.7 and 8.0. Beginners as well as professional database and web developers will dive into topics such as MySQL Shell, MySQL replication, and working with JSON. You'll learn how to: Connect to a server, issue queries, and retrieve results Retrieve data from the MySQL Server Store, retrieve, and manipulate strings Work with dates and times Sort query results and generate summaries Assess the characteristics of a dataset Write stored functions and procedures Use stored routines, triggers, and scheduled events Perform basic MySQL administration tasks Understand MySQL monitoring fundamentals
    Note: Online resource; Title from title page (viewed August 25, 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 (187 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local ; Electronic books
    Abstract: You'll find several books on MySQL basics today, but only one that covers advanced MySQL performance--and nothing in between. That's because explaining MySQL performance without addressing its complexity is difficult. This practical book bridges the gap by teaching developers mid-level MySQL knowledge beyond the fundamentals, but well shy of deep-level internals required by DBAs. Daniel Nichter shows you how to apply best practices and techniques that directly affect efficient MySQL performance. You'll learn how to focus on query response time, optimize queries and data to increase performance, and monitor and understand the most important MySQL metrics. You'll also discover how not to use MySQL, including situations where this database is clearly the wrong choice. Understand why query response time is the North Star of MySQL performance Learn why indexing, not hardware or MySQL config, is the key to performance Examine query metrics in detail, including aggregation, reporting, and analysis Explore ways of improving query response time through query optimization Understand how to monitor MySQL and learn what the metrics mean
    Note: Online resource; Title from title page (viewed March 25, 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 (35 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local ; Electronic books
    Abstract: With the advent of microservices, Kubernetes, public cloud, and hybrid computing, SREs and system engineers are facing more complexity than ever before. To tackle this problem, you need a unified control plane to manage the networking among your applications running on these distinct platforms. This definitive guide shows you how to automate networking for simple and secure application delivery with Consul. Author Luke Kysow, Consul engineer at HashiCorp, demonstrates how this service mesh solution provides a software-driven approach to security, observability, and traffic management. Once you learn how to implement zero-trust networking by deploying Consul on multiple platforms, you'll be able to take control of application traffic, prevent outages, view metrics, integrate with legacy systems, and more. Dive into the characteristics of service meshes, zero-trust networking, and traffic-shaping patterns Deploy Consul on multiple platforms, including Kubernetes and virtual machines Learn how to secure, monitor, and manage your application traffic with Consul Use this guide to deploy and operate applications as a system administrator, DevOps engineer, or developer
    Note: Online resource; Title from title page (viewed May 25, 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 (133 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local ; Electronic books
    Abstract: With the rise of the cloud, every aspect of IT has been shaken to its core. The fundamentals for building systems are changing, and although many of the principles that underpin security still ring true, their implementation has become unrecognizable. This practical book provides recipes for AWS, Azure, and GCP to help you enhance the security of your own cloud native systems. Based on his hard-earned experience working with some of the world's biggest enterprises and rapidly iterating startups, consultant Josh Armitage covers the trade-offs that security professionals, developers, and infrastructure gurus need to make when working with different cloud providers. Each recipe discusses the inherent trade-offs, as well as where clouds have similarities and where they're fundamentally different. Learn how the cloud provides superior security to what was achievable in an on-premises world Understand the principles and mental models that enable you to make optimal trade-offs as part of your solution Learn how to implement existing solutions that are robust and secure, and devise design solutions to new and interesting problems Deal with security challenges and solutions both horizontally and vertically within your business
    Note: Online resource; Title from title page (viewed June 25, 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 (68 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: Java developers usually tackle the complexity of software development through object-oriented programming (OOP). But not every problem is a good match for OOP. The functional programming (FP) paradigm offers you another approach to solving problems, and Java provides easy-to-grasp FP tools such as lambdas and streams. If you're interested in applying FP concepts to your Java code, this book is for you. Author Ben Weidig highlights different aspects of functional programming and shows you how to incorporate them in your code without going "fully functional." You'll learn how, when, and why to use FP concepts such as immutability and pure functions to write more concise, reasonable, and future-proof code. Many developers seek to expand their horizons by using OOP and FP together. It's no longer either-or; it's both. In two parts, this book includes: A Functional Approach: Get a high-level overview of functional programming, including the types already available to Java developers. Then explore different FP concepts and learn how to use them. Real-World Problems, Patterns, and Recipes: Apply what you've learned in part one to the typical real-world problems you might encounter in your daily work.
    Note: Online resource; Title from title page (viewed December 25, 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 (85 pages)
    Edition: 1st edition
    Keywords: Electronic books
    Abstract: Software engineers today typically put performance optimizations low on the list of development priorities. But despite significant technological advancements and lower-priced hardware, software efficiency still matters. With this book, Go programmers will learn how to approach performance topics for applications written in this open source language. How and when should you apply performance efficiency optimization without wasting your time? Authors Bartlomiej Plotka and Frederic Branczyk provide the tools and knowledge you need to make your system faster using fewer resources. Once you learn how to address performance in your Go applications, you'll be able to bring small but effective habits to your programming and development cycle. This book shows you how to: Continuously monitor for performance and efficiency regressions Find the root cause of performance bottlenecks using metrics, logging, tracing, and profiling Use tools like pprof, go test, benchstat and k6.io to create reliable micro- and macro-benchmarks Improve and optimize your code to meet your goals without sacrificing simplicity and readability Make data-driven decisions by prioritizing changes that make a difference Introduce basic "performance hygiene" in day-to-day Go programming and testing
    Note: Online resource; Title from title page (viewed May 25, 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 (72 pages)
    Edition: 1st edition
    Keywords: Electronic books
    Abstract: Want to increase your Linux productivity to get more done in less time? This practical book teaches you how to be quick and efficient at the Linux command line. You'll learn to create and run complex commands that solve real business problems, organize your files for quick access, efficiently process and retrieve information, and automate manual tasks. You'll truly understand what happens behind the shell prompt. Efficient Linux at the Command Line teaches general best practices and the concepts behind them, so no matter which Linux tools you use, you can become more effective in your daily work and more competitive in the job market. You'll learn: How to invent powerful Linux commands on the fly that get your work done quickly Which Linux features are handled by commands and which are built into the shell that launches those commands--and why it matters A dozen different ways to run commands, including pipelines, subshells, command substitution, process substitution, and more--and when to use each for best advantage
    Note: Online resource; Title from title page (viewed October 25, 2022) , Mode of access: World Wide Web.
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    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    ISBN: 9781098110703 , 1098110706
    Language: English
    Pages: 1 online resource (75 pages)
    Edition: 1st edition
    Parallel Title: Erscheint auch als
    DDC: 006.3
    Keywords: Artificial intelligence ; Automation ; Decision making Data processing ; Electronic books ; Automation ; Decision making ; Data processing ; Artificial intelligence
    Abstract: Early rules-based artificial intelligence demonstrated intriguing decision-making capabilities but lacked perception and didn't learn. AI today, primed with machine learning perception and deep reinforcement learning capabilities, can perform superhuman decision-making for specific tasks. This book shows you how to combine the practicality of early AI with deep learning capabilities and industrial control technologies to make robust decisions in the real world. Using concrete examples, minimal theory, and a proven architectural framework, author Kence Anderson demonstrates how to teach autonomous AI explicit skills and strategies. You'll learn when and how to use and combine various AI architecture design patterns, as well as how to design advanced AI without needing to manipulate neural networks or machine learning algorithms. Students, process operators, data scientists, machine learning algorithm experts, and engineers who own and manage industrial processes can use the methodology in this book to design autonomous AI. This book examines: Differences between and limitations of automated, autonomous, and human decision-making Unique advantages of autonomous AI for real-time decision-making, with use cases How to design an autonomous AI from modular components and document your designs
    Note: Online resource; Title from title page (viewed June 25, 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 (320 pages)
    Edition: 3rd edition
    DDC: 004/.36
    Keywords: Electronic data processing Distributed processing ; Application software Development ; Open source software ; Electronic books
    Abstract: In just five years, Kubernetes has radically changed the way developers and ops personnel build, deploy, and maintain applications in the cloud. With this book's updated third edition, you'll learn how this popular container orchestrator can help your company achieve new levels of velocity, agility, reliability, and efficiency—whether you're new to distributed systems or have been deploying cloud native apps for some time. Brendan Burns, Joe Beda, Kelsey Hightower, and Lachlan Evenson—who have worked on Kubernetes at Google and beyond—explain how this system fits into the life cycle of a distributed application. Software developers, engineers, and architects will learn ways to use tools and APIs to automate scalable distributed systems for online services, machine learning applications, or even a cluster of Raspberry Pi computers. This guide shows you how to: Create a simple cluster to learn how Kubernetes works Dive into the details of deploying an application using Kubernetes Learn specialized objects in Kubernetes, such as DaemonSets, jobs, ConfigMaps, and secrets Explore deployments that tie together the lifecycle of a complete application Get practical examples of how to develop and deploy real-world applications in Kubernetes
    Note: Online resource; Title from title page (viewed August 25, 2022) , Mode of access: World Wide Web.
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  • 71
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    Online Resource
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (40 pages)
    Edition: 1st edition
    DDC: 610.285
    Keywords: Medical informatics Research ; Medicine Data processing ; Electronic books
    Abstract: Healthcare is the next frontier for data science. Using the latest in machine learning, deep learning, and natural language processing, you'll be able to solve healthcare's most pressing problems: reducing cost of care, ensuring patients get the best treatment, and increasing accessibility for the underserved — once you learn how to access and make sense of all that data. This book provides pragmatic and hands-on solutions for working with healthcare data, from data extraction to cleaning and normalizing to feature engineering. Author Andrew Nguyen covers specific ML and deep learning examples with a focus on producing high-quality data. You'll discover how graph technologies help you connect disparate data sources so you can solve healthcare's most challenging problems using advanced analytics. With this book, you'll learn: The different types of healthcare data: electronic health records, clinical registries and trials, digital health tools, and claims data The challenges of working with healthcare data, especially when trying to aggregate data from multiple sources Current options for extracting structured data from clinical text How to make trade-offs when using tools and frameworks for normalizing structured healthcare data How to harmonize healthcare data using terminologies, ontologies, and mappings and crosswalks
    Note: Online resource; Title from title page (viewed August 25, 2022) , Mode of access: World Wide Web.
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  • 72
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    Online Resource
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (62 pages)
    Edition: 1st edition
    Keywords: Electronic books
    Abstract: Good software design is essential for the success of your project, but designing software is hard to do. You need to have a deep understanding of the consequences of design decisions and a good overview of available design alternatives. With this book, experienced C++ developers will get a thorough, practical, and unparalleled overview of software design with this modern language. C++ trainer and consultant Klaus Iglberger explains how you can manage dependencies and abstractions, improve changeability and extensibility of software entities, and apply and implement modern design patterns to help you take advantage of today's possibilities. Design is the most essential aspect of a software project because it impacts the software's most important properties: maintainability, changeability, and extensibility. Learn how to evaluate your code with respect to software design Understand what software design is, including design goals such as changeability and extensibility Explore the advantages and disadvantages of each design approach Learn how design patterns help solve problems and express intent Choose the right form of a design pattern to gain most of its advantages
    Note: Online resource; Title from title page (viewed November 25, 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 (74 pages)
    Edition: 1st edition
    Parallel Title: Erscheint auch als Zwingmann, Tobias AI-powered business intelligence
    DDC: 658.4/72
    Keywords: Business intelligence Data processing ; Artificial intelligence Industrial applications ; Electronic books ; Artificial intelligence ; Industrial applications
    Abstract: Use business intelligence to power corporate growth, increase efficiency, and improve corporate decision-making. With this practical book, you'll explore the most relevant AI use cases for BI, including improved forecasting, automated classification, and AI-powered recommendations. And you'll learn how to draw insights from unstructured data sources like text, image, and voice audio files. Author Tobias Zwingmann, senior data scientist and cofounder of Germany-based AI startup RAPYD.AI, helps BI, business, and data analysts understand high-impact areas of predictive and prescriptive analytics. You'll learn how to leverage popular AI-as-a-service and AutoML platforms to ship enterprise-grade proof of concepts without the help of software engineers or data scientists. Learn how AI can generate business impact in BI environments Use AutoML for automated classification and improved forecasting Implement recommendation services to support decision-making Draw insights from text data at scale with NLP services Extract information from documents and images with computer vision services Make voice audio files accessible for reporting with AI transcription services Build interactive user frontends for AI-powered dashboard prototypes Implement an end-to-end case study for building an AI-powered customer analytics dashboard
    Note: Online resource; Title from title page (viewed October 25, 2022) , Mode of access: World Wide Web.
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  • 74
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    Online Resource
    [Erscheinungsort nicht ermittelbar] : Berrett-Koehler Publishers | Boston, MA : Safari
    ISBN: 9781523092901
    Language: English
    Pages: 1 online resource (208 pages)
    Edition: 1st edition
    Keywords: Electronic books
    Abstract: This is the first book to offer detailed guidance on how scenarios can be used to help organizations make their toughest decisions in a world of ever-escalating crisis and opportunity. To reap the full benefits of scenarios, you have to be able to apply them in the real world. This groundbreaking book goes beyond the theoretical to clearly explain different ways scenarios can be used in business decision-making—from strategic planning and financial modeling to crisis response. Connecting scenarios to strategy and action can have many benefits, including the ability to react quickly, anticipate major changes in the environment, and identify major opportunities. Thomas Chermack, a top expert on scenario planning, offers seven specific ways organizations can use scenarios and provides a wide variety of examples, along with proven processes, exercises, and workshops that have been used successfully in organizations across industries and countries for more than fifteen years.
    Note: Online resource; Title from title page (viewed February 1, 2022) , Mode of access: World Wide Web.
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  • 75
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    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (67 pages)
    Edition: 1st edition
    Keywords: Electronic books
    Abstract: If you're a new or experienced designer of conversational voice-first experiences, this handy reference provides actionable answers to key aspects of eyes-busy, hands-busy, voice-only user interfaces. Designed as a companion to books about conversational voice design, this guide includes important details regarding eyes-free, hands-free, voice-only interfaces delivered by Amazon Echo, Google Nest, and a variety of in-car experiences. Authors Ahmed Bouzid and Weiye Ma provide far-field voice best practices and recommendations in a manner similar to The Elements of Style , the popular American English writing style guide. Like that book, The Elements of Voice First Style provides direct, succinct explanations that focus on the essence of each topic. You'll find answers quickly without having to spend time searching through other sources. With this guide, you'll be able to: Craft just the right language to enable your voicebot to effectively communicate with humans Create conversational voice interfaces that are robust enough to handle errors and failures Design highly usable conversational voice interfaces by paying attention to small details that can make or break the experience Build a design for a voice-only smart speaker that doesn't require customers to use their eyes or hands
    Note: Online resource; Title from title page (viewed October 25, 2022) , Mode of access: World Wide Web.
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  • 76
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    [Erscheinungsort nicht ermittelbar] : Berrett-Koehler Publishers | Boston, MA : Safari
    ISBN: 9781523000647
    Language: English
    Pages: 1 online resource (176 pages)
    Edition: 1st edition
    Keywords: Electronic books
    Abstract: Leadership legend and bestselling author Ken Blanchard and trust expert and thought leader Randy Conley present this carefully curated collection of fifty-two essential leadership principles that are easy to implement and practice. Effective leadership is an influence process where leaders implement everyday, commonsense approaches that help people and organizations thrive. Yet somehow, many of these fundamental principles are still missing from most workplaces. In Simple Truths of Leadership, legendary servant leadership expert Ken Blanchard, whose books have sold millions of copies worldwide, and his colleague Randy Conley, known and recognized for his many years of thought leadership and expertise in the field of trust, share fifty-two Simple Truths about leadership that will help leaders everywhere make commonsense leadership common practice. Readers will discover profound, memorable, and in some cases counterintuitive leadership wisdom such as • Who should make the first move to extend trust • What role a successful apology plays in building trust • When to use different strokes (leadership styles) for different folks—and for the same folks • Where the most important part of leadership happens • How to create autonomy through boundaries • Why the key to developing people is catching them doing something right A fun, easy read that will make a positive difference in leadership and organizational success, Simple Truths of Leadership will show readers how to incorporate simple but essential practices into their leadership style, build trust through servant leadership, and enhance their own lives and the lives of everyone around them.
    Note: Online resource; Title from title page (viewed January 31, 2022) , Mode of access: World Wide Web.
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  • 77
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    [Erscheinungsort nicht ermittelbar] : dpunkt | Boston, MA : Safari
    Language: English , German
    Pages: 1 online resource (310 pages)
    Edition: 1st edition
    Keywords: Electronic books
    Abstract: In diesem Fotoscout zeigen der Marokko-Kenner Jörg Löffler und die Fotografin Karen Meyer-Rebentisch den Reisenden, wo sie faszinierende und typische Motive finden. Neben zahlreichen Bildbeispielen geben sie praktische Tipps, wie und wann Aufnahmen am besten gelingen und worauf beim Fotografieren in dem islamisch geprägten Land besonders zu achten ist.Ein Rausch der Farben und Formen, das unglaublich brillante Licht, die Vielfalt der Landschaften, orientalische Archiktektur, bunte Märkte und ursprüngliche Handwerkskunst – das alles macht den Maghrebstaat zu einem Traumziel für Fotografierende.
    Note: Online resource; Title from title page (viewed January 1, 2022) , Mode of access: World Wide Web.
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  • 78
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    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (97 pages)
    Edition: 1st edition
    Keywords: Electronic books
    Abstract: Whether you're new to Linux or have some experience, this practical book shows you how to master various tasks with this operating system--not just system administration. Cloud native professionals including developers, architects, DevOps practitioners, and site reliability engineers will learn how to use and program Linux in different modern environments, from embedded systems such as the Raspberry Pi to the virtual machine of your cloud provider of choice. Along the way, you'll gain hands-on experience with modern terminals, shells, and commands, use Linux networking, and learn how to manage your workloads, all with the goal of implementing modern Linux observability. You'll also understand how to run Linux applications in modern ways by using containers, systemd, modern filesystems, and immutable distros such as Flatcar and Bottlerocket. With this book, you will: Use Linux as a modern programming environment, not just as an admin tool Learn critical components such as the kernel, terminal multiplexer, human-friendly shells, and portable scripting Become familiar with access control, from file permissions to capabilities Understand the role of filesystems as a fundamental building block in Linux Gain hands-on experience with the Linux networking stack and tooling Learn how to apply modern operating system observability to manage your workloads Share data using SSH, rsync, and cloud sync mechanisms
    Note: Online resource; Title from title page (viewed November 25, 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 (51 pages)
    Edition: 1st edition
    Keywords: Electronic books
    Abstract: Why is Google Analytics 4 the most modern data model available for digital marketing analytics? Because rather than simply report what has happened, GA4's new cloud integrations enable more data activation--linking online and offline data across all your streams to provide end-to-end marketing data. This practical book prepares you for the future of digital marketing by demonstrating how GA4 supports these additional cloud integrations. Author Mark Edmondson, Google Developer Expert for Google Analytics and Google Cloud, provides a concise yet comprehensive overview of GA4 and its cloud integrations. Data, business, and marketing analysts will learn major facets of GA4's powerful new analytics model, with topics including data architecture and strategy, and data ingestion, storage, and modeling. You'll explore common data activation use cases and get guidance on how to implement them. You'll learn: How Google Cloud integrates with GA4 The potential use cases that GA4 integrations can enable Skills and resources needed to create GA4 integrations How much GA4 data capture is necessary to enable use cases The process of designing dataflows from strategy though data storage, modeling, and activation
    Note: Online resource; Title from title page (viewed December 25, 2022) , Mode of access: World Wide Web.
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  • 80
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    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (46 pages)
    Edition: 1st edition
    Keywords: Electronic books
    Abstract: Kubernetes has achieved unparalleled dominance as the platform for running containerized workloads by automating and simplifying key functions. But the process for working with specifications for Kubernetes workloads, known as manifests, is neither automated nor simplified. Managing these requirements is a high-cost activity up front, and an additional cost burden when reuse is needed. In this report, author Brent Laster shows software developers, Kubernetes administrators, and DevOps engineers how the Kustomize container orchestration system helps simplify and alleviate these challenges. You'll gain an overall understanding of Kustomize, including how this system functions, how it compares to tools like Helm, and how it works with your strategy for managing Kubernetes manifests. In this report, you will: Learn the Kubernetes value proposition for defining and executing workloads Get a brief survey of application deployment and reuse options with Kubernetes Explore the basic tenets of Kustomize's approach Understand how Kustomize compares to the Helm package manager Examine the unique value-adds that Kustomize provides for simplifying reuse
    Note: Online resource; Title from title page (viewed January 25, 2022) , Mode of access: World Wide Web.
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  • 81
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    [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: Incidents are inevitable in complex systems, but learning from these events shouldn’t require assigning blame. Workers on the front lines have much to contribute to a company’s understanding of how failures happen—and to how to prevent them from happening in the future. Join us for a special conversation about resilience engineering with Sam Newman and incident analysis pro Jessica DeVita. They’ll discuss what resilience engineering is and why it matters for infrastructure and operations in particular, walk you through how to learn from incidents while maintaining your teams’ cohesion, and explain how to use that knowledge to drive design decisions with intentionality. They’ll spend a few minutes covering the trends that are influencing infrastructure, then tell you what you need to know to stay ahead of the curve. What you’ll learn and how you can apply it Explore the origins of, need for, and challenges around incident analysis See what’s coming next for infrastructure and ops This live event is for you because… You’re looking for ways to improve your incident response and engineering environment. You want to learn about the foundations of resilience engineering, a discipline that combines safety science with human factors, and understand why resilience depends more on people than on technology. Recommended follow-up: Read 97 Things Every SRE Should Know (book) Read Incident Metrics in SRE (report) Watch Infrastructure & Ops Superstream Series: SRE Edition (recorded Superstream event)
    Note: Online resource; Title from title screen (viewed January 5, 2022) , Mode of access: World Wide Web.
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  • 82
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    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (258 pages)
    Edition: 1st edition
    Keywords: Electronic books
    Abstract: Looking for quick answers for using C# 10? This tightly focused and practical guide tells you exactly what you need to know without long intros or bloated samples. Succinct and easy to browse, this pocket reference is an ideal quick source of information. If you know Java, C++, or an earlier C# version, this guide will help you get rapidly up to speed. All programs and code snippets are available as interactive samples in LINQPad. You can edit these samples and instantly see the results without needing to set up projects in Visual Studio. Written by the authors of C# 9.0 in a Nutshell , this pocket reference covers: C# fundamentals and features new to C# 10 Advanced topics like operator overloading, type constraints, nullable types, operator lifting, closures, patterns, and asynchronous functions LINQ: sequences, lazy execution, standard query operators, and query expressions Unsafe code and pointers, custom attributes, preprocessor directives, and XML documentation
    Note: Online resource; Title from title page (viewed January 25, 2022) , Mode of access: World Wide Web.
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  • 83
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    [Erscheinungsort nicht ermittelbar] : Apress | Boston, MA : Safari
    ISBN: 9781484272084
    Language: English
    Pages: 1 online resource (424 pages)
    Edition: 2nd edition
    Keywords: Electronic books
    Abstract: Learn to program with Rust 2021 Edition, in an easy, step-by-step manner on Unix, the Linux shell, macOS, and the Windows command line. As you read this book, you’ll build on the knowledge you gained in previous chapters and see what Rust has to offer. Beginning Rust starts with the basics of Rust, including how to name objects, control execution flow, and handle primitive types. You’ll see how to do arithmetic, allocate memory, use iterators, and handle input/output. Once you have mastered these core skills, you’ll work on handling errors and using the object-oriented features of Rust to build robust Rust applications in no time. Only a basic knowledge of programming in C or C++ and familiarity with a command console are required. After reading this book, you’ll be ready to build simple Rust applications. What You Will Learn Get started programming with Rust Understand heterogeneous data structures and data sequences Define functions, generic functions, structs, and more Work with closures, changeable strings, ranges and slices Use traits and learn about lifetimes Who This Book Is For Those who are new to Rust and who have at least some prior experience with programming in general: some C/C++ is recommended particularly.
    Note: Online resource; Title from title page (viewed January 1, 2022) , Mode of access: World Wide Web.
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  • 84
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    [Erscheinungsort nicht ermittelbar] : Apress | Boston, MA : Safari
    ISBN: 9781484274552
    Language: English
    Pages: 1 online resource (372 pages)
    Edition: 1st edition
    Keywords: Electronic books
    Abstract: Learn the fundamentals of Godot by diving headfirst into creating a 2D platformer from scratch. This book is a hands-on, practical guide to developing 2D games using the Godot Engine 3.2.3/3.3, with the help of GDScript. Author Maithili Dhule begins by explaining some basic tools and techniques used to make games, the factors that need to be considered while choosing a game engine, and pointing out the benefits of using Godot. She then walks you through downloading the engine and guides you as you explore key features of its interface. Next, you’ll receive a concise introduction to the basics of GDScript, the main scripting language used in Godot, before moving on to essential topics such as Godot’s node-scene architecture, the interaction of various physics bodies, the creation of game scenes, and writing scripts. As the book progresses, you’ll learn how to create and animate your game character, design the game world, add enemies, and implement a coin-collection system. You’ll also see how the user’s gaming experience can be enhanced through the addition of parallax backgrounds, a title screen, music, and sound effects. Toward the end of the book, you’ll learn how to export your game to different platforms, both mobile and PC, as well as possible avenues for monetizing the game. Throughout the book, theoretical concepts are supplemented with concrete, ready-to-implement examples that you can try out. Upon finishing this book, you’ll be able to make and publish your first 2D platform game. Beginning Game Development with Godot is for game development enthusiasts of all levels interested in creating their own games. What You Will Learn Understand the Godot engine and the benefits of using it for game development Master the fundamentals of programming in GDScript Use the Godot graphical interface to design and animate players, the game world, menus, and various games scenes Create your first 2D game in Godot and publish it to various platforms Who This Book Is For Aspiring game developers who may be new to game development, as well as experts exploring the potential of the Godot Engine.
    Note: Online resource; Title from title page (viewed January 1, 2022) , Mode of access: World Wide Web.
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  • 85
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    [Erscheinungsort nicht ermittelbar] : Addison-Wesley Professional | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 8 hr., 59 min.)
    Edition: 1st edition
    Keywords: Electronic videos
    Abstract: 7+ Hours of Video Instruction 7+ hours of video training exploring key threat intelligence and threat hunting concepts Overview: A cybersecurity professional needs to understand threats, threat actors, and have a clear understanding of where attackers are trying to take advantage of vulnerabilities. With more than 7 hours of video training, Threat Intelligence and Threat Hunting LiveLessons provides learners with a look at where the vulnerabilities in software, cloud, and other attack surfaces exist. Throughout the course, the learner will explore how to classify threats, work with the vulnerabilities, and use common assessment methodologies. The course will also dive into understanding threats against Internet of Things, real-time operating systems, and cloud-based environments. Threat Intelligence and Threat Hunting LiveLessons is taught by expert trainer, author, and cybersecurity expert Aamir Lakhani using hands-on demos, in-depth discussions, and lightboard explanations. The course will cover the best practices for cybersecurity in a way that is easy to access and implement in real world situations. Topics include: Importance of Threat Data and Intelligence Utilizing Threat Intelligence to Support Organization Security Vulnerability Management Activities Analyzing Output from Common Vulnerability Assessment Tools Threats Associated with the Cloud and Specialized Technology Implementing Controls to Mitigate Attacks and for Software Vulnerabilities Analyzing Logs and Impact Analysis About the Instructor Aamir Lakhani is a leading senior security strategist. He is responsible for providing IT security solutions to major enterprises and government organizations. Mr. Lakhani creates technical security strategies and leads security implementation projects for Fortune 500 companies. Industries of focus include healthcare providers, educational institutions, financial institutions, and government organizations. Aamir has designed offensive counter-defense measures for the Department of Defense and national intelligence agencies. He has also assisted organizations with safeguarding IT and physical environments from attacks perpetrated by underground cybercriminal groups. His areas of expertise include cyber defense, mobile application threats, malware management, Advanced Persistent Threat (APT) research, and investigations relating to the Internet’s dark security movement. Skill Level: Beginner Learn How To: Apply key threat int...
    Note: Online resource; Title from title screen (viewed January 12, 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: A walkthrough of building a basic phrase repeater console application in VS Code 2022, .NET 6 and C# 10
    Note: Online resource; Title from title screen (viewed January 1, 2022) , Mode of access: World Wide Web.
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    ISBN: 9781801816618
    Language: English
    Pages: 1 online resource (588 pages)
    Edition: 2nd edition
    Keywords: Electronic books
    Abstract: From fundamentals and design patterns to the different strategies for creating secure and reliable architectures in AWS cloud, learn everything you need to become a successful solutions architect Key Features Transform business requirements into end-to-end technical architectures with this practical guide Assess and overcome the various challenges while updating or modernizing legacy applications Learn how to future-proof your architecture with IoT, machine learning, and quantum computing Book Description Solutions Architect's Handbook, Second Edition, takes a hands-on approach to helping you become a solutions architect. You will learn how to create robust, scalable, and fault-tolerant solutions and next-generation architecture designs in a cloud environment. This will help you build effective product strategies for your business and implement them from start to finish. The new edition incorporates new chapters on disruptive technologies, such Internet of Things (IoT), quantum computing, data engineering, and machine learning. It also includes updated discussions on cloud-native architecture, blockchain data storage, and mainframe modernization with public cloud. This book provides an understanding of solution architecture and how it fits into an agile enterprise environment. It will take you through the journey of solution architecture design by providing detailed knowledge of design pillars, advanced design patterns, anti-patterns, and the cloud-native aspects of modern software design. By the end of this book, you'll have learned techniques that enable you to create efficient architecture designs that meet your business requirements. What you will learn Explore the various roles of a solutions architect in the enterprise landscape Implement key design principles and patterns to build high-performance, cost-effective solutions Choose appropriate strategies to secure your architectures and increase their availability Modernize legacy applications with the help of cloud integration Understand big data processing, machine learning, IoT, and quantum computing, and how they fit into modern architecture Integrate a DevOps mindset to promote collaboration, increase operational efficiency, and streamline production Who this book is for This book is for software developers, system engineers, DevOps engineers, architects, and team leaders working in the information technology industry who aspire to become solutions architect professionals. It will al...
    Note: Online resource; Title from title page (viewed January 17, 2022) , Mode of access: World Wide Web.
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    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    ISBN: 9781801072168
    Language: English
    Pages: 1 online resource (440 pages)
    Edition: 1st edition
    Keywords: Electronic books
    Abstract: Build highly secure and scalable machine learning platforms to support the fast-paced adoption of machine learning solutions Key Features Explore different ML tools and frameworks to solve large-scale machine learning challenges in the cloud Build an efficient data science environment for data exploration, model building, and model training Learn how to implement bias detection, privacy, and explainability in ML model development Book Description With a highly scalable machine learning (ML) platform, organizations can quickly scale the delivery of ML products for faster business value realization, so there is a huge demand for skilled ML solutions architects in different industries. This hands-on ML book takes you through the design patterns, architectural considerations, and the latest technology that you need to know to become a successful ML solutions architect. You'll start by understanding ML fundamentals and how ML can be applied to real-world business problems. Once you've explored some of the leading ML algorithms for solving different types of problems, the book will help you get to grips with data management and using ML libraries such as TensorFlow and PyTorch. You'll learn how to use open source technology such as Kubernetes/Kubeflow to build a data science environment and ML pipelines and then advance to building an enterprise ML architecture using Amazon Web Services (AWS) services. You'll then cover security and governance considerations, advanced ML engineering techniques, and how to apply bias detection, explainability, and privacy in ML model development. Finally, you'll get acquainted with AWS AI services and their applications in real-world use cases. By the end of this book, you'll be able to design and build an ML platform to support common use cases and architecture patterns. What you will learn Apply ML methodologies to solve business problems Design a practical enterprise ML platform architecture Implement MLOps for ML workflow automation Build an end-to-end data management architecture using AWS Train large-scale ML models and optimize model inference latency Create a business application using an AI service and a custom ML model Use AWS services to detect data and model bias and explain models Who this book is for This book is for data scientists, data engineers, cloud architects, and machine learning enthusiasts who want to become machine learning solutions architects. Basic knowledge of the Python programming langu...
    Note: Online resource; Title from title page (viewed January 21, 2022) , Mode of access: World Wide Web.
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    [Erscheinungsort nicht ermittelbar] : Ascent Audio | Boston, MA : Safari
    ISBN: 9781663716835
    Language: English
    Pages: 1 online resource (13576 pages)
    Edition: 1st edition
    Keywords: Audiobooks
    Abstract: Leadership is a set of abilities with which a lucky few are born. They're the natural relationship builders, master negotiators and persuaders, and agile and strategic thinkers. The good news for the rest of us is that those abilities can be developed. In The Leader's Brain: Enhance Your Leadership, Build Stronger Teams, Make Better Decisions, and Inspire Greater Innovation with Neuroscience, Wharton Neuroscience Initiative director Michael Platt explains how. Over two decades as a professor and practitioner in neuroscience, psychology, and marketing, Platt's pioneering research has deepened our understanding of how key areas of the brain work-and how that understanding can be applied in business settings. In The Leader's Brain, Platt explains: why two managers, when presented with the same set of information, make very different decisions; why some companies (Apple) build strong social and emotional connections with their customers and others do not (Samsung); how some of the most significant events in sports history, like the "Miracle on Ice," contain insights for how to build a team; and why even some of the most visionary business leaders can make disastrous decisions, and how to fix that. The Leader's Brain relates findings like these, and many more, to help enhance leadership in an ever-shifting world entering a "new normal."
    Note: Online resource; Title from title page (viewed February 15, 2022) , Mode of access: World Wide Web.
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  • 90
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : Wiley | Boston, MA : Safari
    ISBN: 9781119755920
    Language: English
    Pages: 1 online resource (480 pages)
    Edition: 2nd edition
    Keywords: Electronic books
    Abstract: Risk Assessment Explore the fundamentals of risk assessment with references to the latest standards, methodologies, and approaches The Second Edition of Risk Assessment: A Practical Guide to Assessing Operational Risks delivers a practical exploration of a wide array of risk assessment tools in the contexts of preliminary hazard analysis, job safety analysis, task analysis, job risk assessment, personnel protective equipment hazard assessment, failure mode and effect analysis, and more. The distinguished authors discuss the latest standards, theories, and methodologies covering the fundamentals of risk assessments, as well as their practical applications for safety, health, and environmental professionals with risk assessment responsibilities. “What If”/Checklist Analysis Methods are included for additional guidance. Now in full color, the book includes interactive exercises, links, videos, and online risk assessment tools that can be immediately applied by working practitioners. The authors have also included: Material that reflects the latest updates to ISO standards, the ASSP Technical Report, and the ANSI Z590.3 Prevention through Design standard New hazard phrases for chemical hazards in the Globally Harmonized System, as well as NIOSH’s new occupational exposure banding tool The new risk-based approach featured in the NAVY IH Field Manual New chapters covering business continuity, causal factors analysis, and layers of protection analysis and barrier analysis An indispensable resource for employed safety professionals in a variety of industries, business leaders and staff personnel with safety responsibilities, and environmental engineers Risk Assessment: A Practical Guide to Assessing Operational Risks is also useful for students in safety, health, and environmental science courses.
    Note: Online resource; Title from title page (viewed January 19, 2022) , Mode of access: World Wide Web.
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  • 91
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : Wiley | Boston, MA : Safari
    ISBN: 9781119839293
    Language: English
    Pages: 1 online resource (288 pages)
    Edition: 1st edition
    Keywords: Electronic books
    Abstract: Learn how to secure a place at the professional table for Black, Latinx, and other marginalized groups In Upper Hand: The Future of Work for the Rest of Us , celebrated Founder and CEO of The Plug, Sherrell Dorsey, delivers a personal and eye-opening exploration of how to ensure that marginalized communities aren't left behind as technology continues its inexorable march forward. In the book, readers will learn to think about how we can strategically shape the coming decade to include Black and Brown communities. Upper Hand offers guidelines, insights, and frameworks for navigating the new world of work that is dominated by Silicon Valley-rooted technologies, inaccessible networks, and constant automation that continues to slash jobs in the Black and Latinx population. You'll find ways to: Help families and community leaders design clear pathways to understanding alternatives to obsolescence Thrive in an ever-changing, tech-driven economy that is beginning to leave people of color behind Embrace new strategies that guarantee a place for Black and brown people in the new economy The startling and insightful discussion in Upper Hand will earn it a place in the libraries of families, teachers, community advocates, workforce development leaders, professionals of color, as well as anyone interested in learning how to distribute the benefits of the new tech economy to those historically left out.
    Note: Online resource; Title from title page (viewed January 26, 2022) , Mode of access: World Wide Web.
    URL: Cover
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  • 92
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    Online Resource
    [Erscheinungsort nicht ermittelbar] : For Dummies | Boston, MA : Safari
    ISBN: 9781119844549
    Language: English
    Pages: 1 online resource (576 pages)
    Edition: 5th edition
    Keywords: Electronic books
    Abstract: Become a stats superstar by using Excel to reveal the powerful secrets of statistics Microsoft Excel offers numerous possibilities for statistical analysis—and you don’t have to be a math wizard to unlock them. In Statistical Analysis with Excel For Dummies, fully updated for the 2021 version of Excel, you’ll hit the ground running with straightforward techniques and practical guidance to unlock the power of statistics in Excel. Bypass unnecessary jargon and skip right to mastering formulas, functions, charts, probabilities, distributions, and correlations. Written for professionals and students without a background in statistics or math, you’ll learn to create, interpret, and translate statistics—and have fun doing it! In this book you’ll find out how to: Understand, describe, and summarize any kind of data, from sports stats to sales figures Confidently draw conclusions from your analyses, make accurate predictions, and calculate correlations Model the probabilities of future outcomes based on past data Perform statistical analysis on any platform: Windows, Mac, or iPad Access additional resources and practice templates through Dummies.com For anyone who’s ever wanted to unleash the full potential of statistical analysis in Excel—and impress your colleagues or classmates along the way— Statistical Analysis with Excel For Dummies walks you through the foundational concepts of analyzing statistics and the step-by-step methods you use to apply them.
    Note: Online resource; Title from title page (viewed January 19, 2022) , Mode of access: World Wide Web.
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  • 93
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : Wiley-ISTE | Boston, MA : Safari
    ISBN: 9781789450200
    Language: English
    Pages: 1 online resource (256 pages)
    Edition: 1st edition
    Keywords: Electronic books
    Abstract: The Tactile Internet will change the landscape of communication by introducing a new paradigm that enables the remote delivery of haptic data. This book answers the many questions surrounding the Tactile Internet, including its reference architecture and adapted compression methods for conveying haptic information. It also describes the key enablers for deploying the applications of the Tactile Internet. As an antecedent technology, the IoT is tackled, explaining the differences and similarities between the Tactile Internet, the Internet of Things and the Internet of Everything. The essentials of teleoperation systems are summarized and the challenges that face this paradigm in its implementation and deployment are also discussed. Finally, a teleoperation case study demonstrating an application of the Tactile Internet is investigated to demonstrate its functionalities, architecture and performance.
    Note: Online resource; Title from title page (viewed January 6, 2022) , Mode of access: World Wide Web.
    URL: Cover
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  • 94
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : Ascent Audio | Boston, MA : Safari
    ISBN: 9781663717399
    Language: English
    Pages: 1 online resource (24823 pages)
    Edition: 1st edition
    Keywords: Audiobooks
    Abstract: In The Resilient Founder, Mahendra Ramsinghani gathers insights from over a hundred founders to deliver an intuitive and insightful guide to understanding our psychology and navigating the psychological pressures of startup leadership. Venture backed companies are expected to grow at high velocity, raise large amounts of capital, and build teams effectively to achieve unicorn, no decacorn status. Yet the journey is long, filled with uncertainties, extremities, and black swan events. It can wear out the best and the brightest. The role of a founder can be lonely, frustrating, and filled with high-highs and low-lows-all of this leading to anxiety, depression, and even suicide. The Resilient Founder addresses the fundamentals of understanding our own inner workings and explores practical ways of overcoming our inner hurdles. Filled with simple, yet concrete strategies, lessons and insights, founders and business leaders can work with stress, anxiety, and other mental challenges presented by the life of an entrepreneur. In this book, listeners will learn to: understand the basics of founder psychology, and how our inner workings can help or hurt us; the importance of building a healthy ego, leading to resilience; and draw on the lessons of established startup leaders on how to wrestle with their own mental and emotional challenges.
    Note: Online resource; Title from title page (viewed February 8, 2022) , Mode of access: World Wide Web.
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  • 95
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    Online Resource
    [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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  • 96
    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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  • 97
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    Online Resource
    [Erscheinungsort nicht ermittelbar] : Ascent Audio | Boston, MA : Safari
    ISBN: 9781663718150
    Language: English
    Pages: 1 online resource (4755 pages)
    Edition: 1st edition
    Keywords: Audiobooks
    Abstract: In today's world, leadership is all about establishing community and connectivity so everyone can be part of something bigger than themselves. To have the grace to create this kind of leadership, we need greater self-awareness and genuine connection to others. In The Five Graces of Life and Leadership, CEO of the celebrated consulting firm Korn Ferry delivers a meaningful and thought-provoking exploration of leadership, emphasizing the five kinds of grace that leaders must have to lead their teams in today's evolving workscape. In the book, you'll learn how to the best leaders make their teams feel comforted, safe, and secure that they're headed in the right direction. It includes insightful discussions on each of the five indispensable graces, including: Gratitude-the attitude that elevates our spirits, boosts morale, and lifts our hearts; Resilience-the quality that allows us to achieve beyond our wildest dreams; Aspiration-the knowledge that we can make tomorrow better than today; Courage-the ability to understand and move beyond our fears; and Empathy-the understanding needed to connect with others from their perspectives. The perfect book for managers, executives, and other business leaders, The Five Graces of Life and Leadership is a can't miss book on the human side of leadership at work, at home, and anywhere else.
    Note: Online resource; Title from title page (viewed January 31, 2022) , Mode of access: World Wide Web.
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  • 98
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : Wiley | Boston, MA : Safari
    ISBN: 9781119782483
    Language: English
    Pages: 1 online resource (416 pages)
    Edition: 1st edition
    Keywords: Electronic books
    Abstract: Learn to effectively deliver business aligned cybersecurity outcomes In The CISO Evolution: Business Knowledge for Cybersecurity Executives , information security experts Matthew K. Sharp and Kyriakos “Rock” Lambros deliver an insightful and practical resource to help cybersecurity professionals develop the skills they need to effectively communicate with senior management and boards. They assert business aligned cybersecurity is crucial and demonstrate how business acumen is being put into action to deliver meaningful business outcomes. The authors use illustrative stories to show professionals how to establish an executive presence and avoid the most common pitfalls experienced by technology experts when speaking and presenting to executives. The book will show you how to: Inspire trust in senior business leaders by properly aligning and setting expectations around risk appetite and capital allocation Properly characterize the indispensable role of cybersecurity in your company’s overall strategic plan Acquire the necessary funding and resources for your company’s cybersecurity program and avoid the stress and anxiety that comes with underfunding Perfect for security and risk professionals, IT auditors, and risk managers looking for effective strategies to communicate cybersecurity concepts and ideas to business professionals without a background in technology. The CISO Evolution is also a must-read resource for business executives, managers, and leaders hoping to improve the quality of dialogue with their cybersecurity leaders.
    Note: Online resource; Title from title page (viewed January 26, 2022) , Mode of access: World Wide Web.
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  • 99
    Online Resource
    Online Resource
    [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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  • 100
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    Online Resource
    [Erscheinungsort nicht ermittelbar] : Visual | Boston, MA : Safari
    ISBN: 9781119866442
    Language: English
    Pages: 1 online resource (352 pages)
    Edition: 1st edition
    Keywords: Electronic books
    Abstract: Everything you need to know about Windows 11 in a single, visual book Teach Yourself VISUALLY Windows 11 collects all the resources you need to master the day-to-day use of Microsoft’s new operating system and delivers them in a single resource. Fully illustrated, step-by-step instructions are combined with crystal-clear screenshots to walk you through the basic and advanced functions of Windows 11. Teach Yourself VISUALLY Windows 11 offers the best visual learning techniques with comprehensive source material about the interface and substance of Windows 11, as well as: Stepwise guidance on working with files, digital pictures, and media Instructions for customizing Windows 11 and sharing your computer with family members Tutorials on installing and repairing applications, system maintenance, and computer security The fastest, easiest way for visual learners to get a grip on Windows 11, Teach Yourself VISUALLY Windows 11 is the best way to go from newbie to expert in no time at all.
    Note: Online resource; Title from title page (viewed January 6, 2022) , Mode of access: World Wide Web.
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