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  • 2015-2019  (26)
  • Safari, an O'Reilly Media Company.  (26)
  • Electronic videos ; local  (26)
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  • 1
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : McGraw-Hill | Boston, MA : Safari
    ISBN: 9781260455595
    Language: English
    Pages: 1 online resource (1 video file, approximately 10 hr., 11 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local ; Audiobooks
    Abstract: From the top name in business leadership excellence-Zenger Folkman-this edition is updated with copious new research conducted over the past ten years. This landmark work gives serious business leaders everything they need to transform themselves from effective managers to extraordinary leaders.
    Note: Online resource; Title from title screen (viewed November 22, 2019) , Mode of access: World Wide Web.
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  • 2
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : Data Science Salon | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 27 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Presented by Joshua Malina - Senior Machine Learning Engineer at AMEX Time series data is really fun to play with, but you have to know how to do it. In this talk, I dive into an open source data set to show you how Pandas makes time series data investigation more accessible. After this presentation, you will know about, time series decomposition, hypothesis testing and investigation, data quality issues related to time series, and resampling methods.
    Note: Online resource; Title from title screen (viewed September 10, 2019) , Mode of access: World Wide Web.
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  • 3
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : Microsoft Press | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 9 hr., 3 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: 9 Hours of Video Instruction The Exam AZ-103 Microsoft Azure Administrator (Video) offers full coverage of the MS AZ-103 exam so you can learn everything you need to know to pass the exam. Coverage includes cloud concepts, core Azure Services, Azure pricing and support, and the fundamentals of cloud security, privacy, compliance, and trust, with the goal of passing the AZ-103 Exam. Description The Exam AZ-103 Microsoft Azure Administrator (Video) offers 9 full hours of video training on all core concepts in the AZ-103 exam so you can fully understand cloud concepts, core Azure Services, Azure pricing and support, and the fundamentals of cloud security, privacy, compliance, and trust. It will prepare Azure Administrators to implement, monitor, and maintain Microsoft Azure solutions, including major services related to compute, storage, network, and security. With 9 hours of hands-on demonstrations, it will provide the knowledge necessary to pass the exam and become Microsoft Certified: Microsoft Azure Administrator. With years of IT experience, numerous publications under his belt, and a wealth of expertise teaching in the field, Michael Shannon is uniquely qualified to prepare students for the Microsoft Azure Administrator AZ-103 exam. Topics include: Module 1: Manage Azure subscriptions and resources Module 2: Implement and manage storage Module 3: Deploy and manage virtual machines (VMs) Module 4: Configure and manage virtual networks Module 5: Manage identities About the Instructor Michael J. Shannon began his IT career when he transitioned from recording studio engineer to network technician for a major telecommunications company in the early 1990s. He soon began to focus on security and was one of the first 10 people to attain the HIPAA Certified Security Specialist. Throughout his 30 years in IT, he has worked as an employee, contractor, and consultant for several companies including Platinum Technologies, Fujitsu, IBM, State Farm, MindSharp, and Pearson, among others. Mr. Shannon has authored several books, training manuals, published articles, and CBT modules over the years as well. He is the senior technical instructor for Skillsoft Corporation, specializing in all things cloud and security. Skill Level Intermediate/Advanced Learn How To Manage Azure subscriptions and resources Implement and manage storage Deploy and manage virtual machines (VMs) Configure and manage virtual networks Manage identities Who Should T...
    Note: Online resource; Title from title screen (viewed November 26, 2019) , Mode of access: World Wide Web.
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  • 4
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    ISBN: 9781800201255
    Language: English
    Pages: 1 online resource (1 video file, approximately 4 hr., 40 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: A hands-on course walking you through the different parts of LINQ framework. About This Video Understand all the LINQ operations Filtering, ordering, and projecting with LINQ Aggregating with LINQ In Detail Extension methods were introduced in C# 3 and since then have become an indispensable part of the .NET platform. This enormously powerful feature has allowed us to build a whole framework built upon it called LINQ or Language Integrated Query. I've seen many code bases that avoid using LINQ and rely on the old procedural style of programming. If you still feel yourself uncomfortable with LINQ or you want to improve your understanding of LINQ, then this course is for you. As you might know, LINQ was inspired by functional paradigm and F# in particular. So, this course is not only about LINQ but about the fundamentals of functional programming as well. This course covers: The basics of LINQ: extension methods, the idea of pipelining, IEnumerable, implementing our own extension, query syntax, pitfalls of LINQ operations, how to alter a list Generating data streams: Enumerable class and its main operations, implementing your own extension which generates a stream of data Filtering, ordering, projecting: parsing a CSV file, then, First, Last, Single, TakeWhile, SkipWhile, Any, All, Contains, SequenceEqual, Select and SelectMany Joining, grouping, aggregating: Join, Group, GroupJoin, Zip, Sum, Average, Min, Max Conversions: OfType, Cast, ToArray, ToList, ToDictionary, ToLookup, AsEnumerable, AsQueryable LINQ to XML: overview, generating XML from a collection, reading XML EF and LINQ: expression trees, inserting into and reading from a database Extendibility in C#: what is functional programming (FP), purity and side effects, extending IDisposable, general-purpose extensions, extending StringBuilder, Primitive Obsession Enroll now and start learning LINQ and the fundamentals of functional programming.
    Note: Online resource; Title from title screen (viewed December 30, 2019) , Mode of access: World Wide Web.
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  • 5
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : McGraw-Hill | Boston, MA : Safari
    ISBN: 9781260454093
    Language: English
    Pages: 1 online resource (1 video file, approximately 13 hr., 7 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local ; Audiobooks
    Abstract: Drawn from Cavanaugh's proprietary approach to leadership, Intentional Energetic Presence® (IEP Method®), Contagious You shows readers how to "own" their leadership and effectively guide, inspire, and serve those around them. Insightful stories and real-life examples address the areas of team, dealing with failure, leading and changing culture, designing relationships, navigating conflict, transforming burnout, cultivating mindset, and more.
    Note: Online resource; Title from title screen (viewed November 6, 2019) , Mode of access: World Wide Web.
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  • 6
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : McGraw-Hill | Boston, MA : Safari
    ISBN: 9781260455434
    Language: English
    Pages: 1 online resource (1 video file, approximately 8 hr., 8 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local ; Audiobooks
    Abstract: An unprecedented inside look at how Airbnb and its host community create dynamic customer experiences and build brand loyalty
    Note: Online resource; Title from title screen (viewed October 14, 2019) , Mode of access: World Wide Web.
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  • 7
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : Manning Publications | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 4 hr., 8 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: If you want to start with Rust I recommend this course without a doubt. Roberto Gammino, e-power In Rust in Motion , premier Rust experts Carol Nichols and Jake Goulding, introduce you to the Rust programming language! Designed for modern systems programming, Rust delivers impressive speed and thread-safe concurrency. As coauthor of The Rust Programming Language , Carol literally helped write "The Book," as the Rust community affectionately calls it. Jake created the Rust FFI Omnibus , and he's also the #1 contributor to the Rust tag on Stack Overflow. If you're ready to get started writing production-quality lightning-fast systems code, this course is for you! Rust in Motion is an all-access pass to Rust, brought to you by top authorities on the subject. Carol and Jake's masterful instruction jumpstarts your learning with a spotlight on what's different and special about Rust! This skilled duo challenges you to dig deeply into the nuts and bolts of variables, primitive data types, functions, control flow constructs, defining enums and structs, and adding behavior to them with methods. You'll learn memory management via ownership and borrowing, techniques for error handling, lifetime annotations, and other unique Rust concepts. With this course's code examples, inspired by real-world scenarios, you'll be ready to hit the ground running! Rust's popularity is surging among systems programmers. Aiming to be an alternative to C and C++, Rust's extraordinary speed comes largely from its memory safety, which it achieves without resource-greedy garbage collection. Other enticing features of this hot systems programming language include its rich type system, heavy functional programming influence, and freedom from a runtime requirement. Command line applications, networking, embedded services, and WebAssembly are some of the areas where Rust really shines! Inside: How to determine the data types of variables Rust's primitive data types How to write idiomatic functions Control flow constructs, including the match expression Defining your own data types using enums and structs Adding behavior to enums and structs with methods Ownership and borrowing Error handling Lifetime annotations Perfect for programmers with experience in a language like Java, JavaScript, Ruby, or Python. Carol Nichols co-authored The Rust Programming Language and is a member of the Rust Core Team. Jake Goulding is the creator of The Rust FFI Omnibus, a member of the Rust Inf...
    Note: Online resource; Title from title screen (viewed November 11, 2019) , Mode of access: World Wide Web.
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  • 8
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    ISBN: 9781839216855
    Language: English
    Pages: 1 online resource (1 video file, approximately 2 hr., 43 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Learn Object-oriented Programming in Python-beginner-level! (Exercises + cheat sheets + better Coding)! About This Video Master Object-Oriented Programming (and its principles) in Python Learn every important topics-classes, objects, inheritance, abstraction, and more with proper examples Access Python cheat sheets to master core Python concepts Understand how Object-Oriented Programming Is more efficient than Procedure-Oriented Programming In Detail Welcome to Object-Oriented Programming With Python-A Practical Guide, a one-stop course that will kick-start your object-oriented journey step-by-step, This course covers every important concept of OOPS with its latest version Python 3.7. OOP is one of the most important programming concepts because it: Makes visualization easier (as closest as possible to real-world scenarios) Reuses code, saves time, reduces code lines, and shrinks your project. Makes code readable by adding a structure to data with related methods. Uses modularity for easier troubleshooting Reuses code through inheritance Imparts flexibility through polymorphism This course will help you explore classes, objects, abstraction, encapsulation, inheritance, and polymorphism. We also focus on the DRY (Don't Repeat Yourself) approach to improving our code-writing and problem-solving skills. Throughout the course, you will get tons of quiz, sample code, and theory material to help you revise the course effectively. After completing this course, you will have attained the industry standard and will be ready to work as an intern, fresher, or freelancer; you will also be able to implement everything you need on your website.
    Note: Online resource; Title from title screen (viewed September 12, 2019) , Mode of access: World Wide Web.
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  • 9
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    ISBN: 9781800203709
    Language: English
    Pages: 1 online resource (1 video file, approximately 10 hr., 27 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Master 75+ Excel tips and techniques and become a certified POWER USER, with unique hands-on demos and real-world projects to help you wrangle, analyze, and visualize your data in Excel. About This Video Master some of the most powerful and effective tools and techniques used by Excel professionals Unique hands-on demos and real-world case studies Learn tools and techniques in quick, bite-sized lessons In Detail This course is not an introduction to Excel. It features some of the most powerful and effective tools and techniques used by Excel professionals, and shares them through crystal-clear demos and unique, real-world case studies. Unlike most Excel courses, this course is non-linear and constantly evolving, which means that you can jump to different sections or individual lectures freely. Each video is designed to be an independent and self-contained demo, to help you learn these tools and techniques in quick, bite-sized lessons. The Excel tips and techniques covered in this course fall into six categories: Productivity tips (navigation, flash fill, cell protection, advanced sorting & filtering, and more) Formatting tips (freeze panes, row/column grouping, advanced custom formats, and more) Formula tips (formula auditing tools, fuzzy lookups, detecting duplicates, randomization, and more) Visualization tips (sparklines, filled maps, custom templates, Excel form controls, and more) Pivot Table tips (slicers & timelines, custom layouts, value calculations, and more) Analytics tips (outlier detection, Monte Carlo simulation, forecasting, CUBE functions, and more) While the level of difficulty varies considerably, the demos generally start simple and become progressively more complex within each section. There are no strict prerequisites for this course, but keep in mind that some demos may be challenging without a strong foundational knowledge of underlying Excel concepts (such as Pivot Tables or formulas, for example). The codes are placed in the GitHub link as below- https://github.com/sanjanapackt/PacktPublishing-Excel-Pro-Tips-75--Tips-to-go-from-Excel-Beginner-to-Pro
    Note: Online resource; Title from title screen (viewed December 31, 2019) , Mode of access: World Wide Web.
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  • 10
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : McGraw-Hill | Boston, MA : Safari
    ISBN: 9781260457391
    Language: English
    Pages: 1 online resource (1 video file, approximately 4 hr., 5 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local ; Audiobooks
    Abstract: Cindy McGovern introduces a proven 5-step sales process to help professionals at all levels attract new business, retain existing customers, and spot opportunities to promote themselves and their ideas. An essential roadmap to achieving professional and personal success-from the "First Lady of Sales."
    Note: Online resource; Title from title screen (viewed September 17, 2019) , Mode of access: World Wide Web.
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  • 11
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    ISBN: 9781788834995
    Language: English
    Pages: 1 online resource (1 video file, approximately 10 hr., 25 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Gain insights into the C++ STL using real-world examples About This Video Explore the latest C++ as the most important language and library features, including containers, algorithms, regular expressions, threads, and more Learn how to leverage the set of rich, fast, and well-tested utilities and functions provided by the C++ STL Take your development skills to new heights by making your applications fast, robust, and scalable In Detail C++ is one of the most widely used programming languages. Fast, efficient, and flexible, it is used to solve many problems. In particular, it is the Standard Template Library (STL) that gives C++ its power. In this course, we show you how. Using real-world examples, we focus on how STL handles and manipulates data. We examine containers and iterators, and how data can be transformed into meaningful information using algorithms. There is coverage of I/O streams, strings and numerical methods, and how performance can be optimized through careful consideration of memory allocation and manipulation. We also demonstrate how multitasking and shared data is handled through concurrency and parallelism classes and utilities. By the end of the course, you will understand the newer aspects of C++ STL and will be able to overcome tasks that are time-consuming or would break your stride while developing.
    Note: Online resource; Title from title screen (viewed October 17, 2019) , Mode of access: World Wide Web.
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  • 12
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : McGraw-Hill | Boston, MA : Safari
    ISBN: 9781260457858
    Language: English
    Pages: 1 online resource (1 video file, approximately 9 hr., 58 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local ; Audiobooks
    Abstract: Business psychologist, advisor, and consultant to organizations across six continents, Dr. Melanie Katzman provides 52 proven ways to ignite productivity and to create a deeply rewarding work life by connecting to yourself, your organization, and the wider world. Readers will discover the outsized effect of small behavioral changes that will reduce the sense of loneliness and frustration at work and help them establish respect, grow loyalty, resolve conflict, fight fear, and make a real, lasting impact on others.
    Note: Online resource; Title from title screen (viewed October 22, 2019) , Mode of access: World Wide Web.
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  • 13
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : McGraw-Hill | Boston, MA : Safari
    ISBN: 9781260458183
    Language: English
    Pages: 1 online resource (1 video file, approximately 5 hr., 28 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local ; Audiobooks
    Abstract: Popular Follow My Lead Podcaster John Eades delivers a proven method to boost staff performance, improve retention, and build a world-class team culture. Building the Best challenges readers to rethink what it means to be a leader today and gives them the tools to determine their current leadership style.
    Note: Online resource; Title from title screen (viewed November 5, 2019) , Mode of access: World Wide Web.
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  • 14
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : Data Science Salon | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 27 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Presented by Bojan Babic - Sr. Software Engineer at Groupon Groupon is a dynamic Marketplace where we try to match millions of the deals organized in different verticals and taxonomies with the demand across 20 countries around the world. Modeling such complex relationships requires sophisticated machine learning models that utilize hundreds of user and deal features. Customers discover deals by directly entering the search query or browsing on the mobile or desktop devices. The purpose of this paper is to describe a series of techniques used to improve various parts of Search and Ranking algorithms by utilizing the embeddings representations of the user and deal features. The paper will describe improvements made in Query Understanding, Deal Classification, Similar Deals Recommendations and computation of an Image Propensity to Purchase that leverage respective embedding feature representations.
    Note: Online resource; Title from title screen (viewed February 21, 2019) , Mode of access: World Wide Web.
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  • 15
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : Data Science Salon | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 21 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Congratulations, you are the new leader of data science at a traditional company. Your customers are internal business units, and everyone is intrigued about the possibilities that data science can bring to the company. You are aware of multiple opportunities to apply a data driven approach and you are ready to jump in. But, wait! Before you start; here are 10 key questions that you may want to ask yourself before you embark on the first project. Knowing how to code or to model will only take you so far, as a leader you are going to have manage several other challenges. The earlier you can answer these questions the faster you will be able to run a successful program.
    Note: Online resource; Title from title screen (viewed September 10, 2019) , Mode of access: World Wide Web.
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  • 16
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : Data Science Salon | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 17 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Far too often, product leaders and designers are not able to autonomously understand how to analyze their product's success. This talk focuses on how to think through how non-engineers experience data. I will cover intuitive event and property naming, documentation and practices that can empower everyone on your team to better understand data. If you care about making data more accessible, this talk is for you.
    Note: Online resource; Title from title screen (viewed September 10, 2019) , Mode of access: World Wide Web.
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  • 17
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : McGraw-Hill | Boston, MA : Safari
    ISBN: 9781260457056
    Language: English
    Pages: 1 online resource (1 video file, approximately 8 hr., 39 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local ; Audiobooks
    Abstract: An engaging guide to developing the mental agility to make you a bolder, better, more confident speaker on the job
    Note: Online resource; Title from title screen (viewed November 4, 2019) , Mode of access: World Wide Web.
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  • 18
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : McGraw-Hill | Boston, MA : Safari
    ISBN: 9781260143461
    Language: English
    Pages: 1 online resource (1 video file, approximately 8 hr., 56 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local ; Audiobooks
    Abstract: The international bestselling guide to landing the corner office, fully updated with new tools and insights for today's leaders and professionals.
    Note: Online resource; Title from title screen (viewed July 22, 2019) , Mode of access: World Wide Web.
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  • 19
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    ISBN: 9781838986841
    Language: English
    Pages: 1 online resource (1 video file, approximately 1 hr., 32 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Build an opener with animations, video footage, and visual effects using After Effects in this beginners' tutorial About This Video Build a fun and flashy intro to a comic book while learning and implementing Adobe After Effects Step-by-step instructions will ease you through your first professional project Learn not only how to use After Effects, but also the concepts behind high-quality work In Detail Whether you are a hobbyist or keen to become a professional video editor, learning a powerful tool such as Adobe After Effects can be a daunting task; however, in just 3.5 hours, this course breaks down the essentials of what you need to know to complete your first project. The course starts with a quick overview of the After Effects interface and some key concepts in motion graphics. In the following sections, you'll start working with the core features of After Effects by delving into video footage, graphics, animations, and effects. You will gain hands-on experience of professional concepts such as animation principles, typography, and color correction. Each section jumps right in and takes you through each step using fun artwork and new features to help build your skills. You will gain the foundational knowledge you need to create exceptional visual effects, extraordinary motion graphics, and exciting animated text for amazing video effects. You will learn how to animate objects; put them in motion; and change their size, rotation, and opacity over time and you'll discover how to apply and animate visual effects. Also, you will explore how to create shapes, perform color correction, and animate text. Through taking this course, you will create a professional-looking Intro for a comic book series, learning the core basics of After Effects along the way and becoming familiar with its newly-released features. By the end of this course, you will have the skills and knowledge of Adobe After Effects CC you need to produce compelling digital-media projects.
    Note: Online resource; Title from title screen (viewed January 31, 2019) , Mode of access: World Wide Web.
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  • 20
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : Manning Publications | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 2 hr., 48 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Fullstack developers often earn higher salaries and have more career opportunities than developers who only specialize in front- or backends. Creating a Simple Angular App expands your Java skills by teaching you to build reactive, responsive, functional frontends using the Angular framework. You don't need any existing knowledge of Angular or JavaScript-everything required to start building stunning frontends is covered in the course. By referencing Java and Java web technology examples, this course makes it quick and easy for Java developers to upgrade their skills to Angular. In the first in a running series of five videos, you'll learn what Angular is, how to install Angular and set up a development environment, and how to build your first simple application. about the subject The Angular framework is used by millions of developers, powering frontends from simple prototypes to Google's own web apps. Prized for its scalability, Angular also offers lightning fast speed and response times and the chance to reuse code for both web and mobile. Best of all, it can be integrated with backends built in Java. about the video Angular for Java Developers is a five-part course that teaches Java programmers how to use Angular and JavaScript to build applications that are maintainable, testable, and secure. In Part One, you'll get to grips with how Angular works, what an Angular application looks like, and get started by creating your first simple Angular app. The video lays the groundwork for the case study example app you'll build throughout all five videos, the architecture of Angular applications, as well as creating your own custom components. Inside: Part 1 of 5 videos covering Angular frontends for Java applications Building responsive and reactive front-ends with Angular Installing Angular and setting up a development environment Building your first simple application For viewers with basic Java experience. Matt Greencroft has over twenty years of experience as a programmer, primarily working in the banking sector. Matt now teaches for Virtual Pair Programmers. His specialties are Microservices, Spring Boot, Apache Spark and Kotlin.
    Note: Online resource; Title from title screen (viewed December 6, 2019) , Mode of access: World Wide Web.
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  • 21
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : Data Science Salon | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 31 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Presented by Shilpi Bhattacharyya, Data Scientist at IBM Who does not love the American television sitcom - Friends? And we definitely want to learn what makes this sitcom so popular. Can the most important aspects of some of the top shows of all the times be related? Is there something common which makes them a success? If not, can we find out and draw a correlation amongst them? In this talk, I would demonstrate the essential elements of few of these most successful sitcoms which have helped them connect with the audience at such a massive scale around the world. I would use data science and machine learning techniques as sentiment analysis, data visualization and correlation graphs on the transcripts available for these sitcoms to achieve the results. I would also focus briefly on the favorite characters. I believe this work would be able to bring out a concrete answer to the apparent question amongst the makers to understand the reasons which makes a hit show, with evidence backed up by data science.
    Note: Online resource; Title from title screen (viewed November 7, 2019) , Mode of access: World Wide Web.
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  • 22
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : Data Science Salon | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 19 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Finding the right audience is the core marketing puzzle of all e-commerce businesses. While in the past this was mostly achieved using coarse segmentation and personas the broad availability of data makes nowadays possible to learn individual consumer preferences by training large scale machine learning models which can combine knowledge from thousands of dimensions and measurements. HelloFresh is the largest meal kit delivery service worldwide; in this talk, we will review how we use machine learning (gradient boosting machines) to acquire millions of customers every year and describe our large scale model training and scoring infrastructure.
    Note: Online resource; Title from title screen (viewed September 10, 2019) , Mode of access: World Wide Web.
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  • 23
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : Data Science Salon | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 27 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Consumers today are less brand loyal and primarily driven by rewards, benefits and experiences. Constant changing customer preferences and card business economics point to a need for being hyper focused on customer engagement. In this presentation, Visa Consulting & Analytics showcases some of the approaches to increase customer engagement and improve retention using Machine Learning techniques on transactional data.
    Note: Online resource; Title from title screen (viewed September 10, 2019) , Mode of access: World Wide Web.
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  • 24
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : Data Science Salon | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 21 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Presented by Connie Yee - Data Scientist at Bloomberg As the leading provider of financial and company data, Bloomberg has access to vast amounts of data on a daily basis. There are two common challenges when working directly with raw data. One is the need to discover and extract data represented in the natural document format that is not machine-readable. Another requirement is validating and ensuring that the data is of high-quality since it is required for building models for predictions, classifications, and various analytics tasks. This talk will cover ways in which data science and machine learning can be used to address these two challenges: (1) ingesting your data by extracting what is contained in natural document format and (2) cleaning your ingested data.
    Note: Online resource; Title from title screen (viewed September 10, 2019) , Mode of access: World Wide Web.
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  • 25
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : Data Science Salon | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 31 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: One of the challenges seemingly all data scientists face is finding a clean data set which contains the state of the player right before they take some event in the system. Typically we need to interact with event-driven systems and/or databases that only maintain the current snapshot of the player. In this talk we highlight some work we have done to recreate the up to date snapshot of the player captured before each event and demonstrate how we can leverage this dataset to improve personalization and model the players' likelihood to churn.
    Note: Online resource; Title from title screen (viewed September 10, 2019) , Mode of access: World Wide Web.
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  • 26
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : Data Science Salon | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 29 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Everyday, Hulu ingests 100 terabytes of user level app interaction data. This session data is the closest touchpoint we have to subscribers' experience in our product short of joining them on their couch in their living rooms. Making meaning out of session data is a non-trivial effort across data instrumentation, engineering, analytics, and data science teams. In this talk, you will get an inside look at how we are tackling this monumental project at Hulu: from product design, to generating insights, to building predictive models - all to create the most personalized and engaging streaming experience for our subscribers.
    Note: Online resource; Title from title screen (viewed September 10, 2019) , Mode of access: World Wide Web.
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