1 “... techniques and optimization approaches for system dependability. The book addresses the issue of integration...”

2 Table of Contents: “... Necessary Dependencies; Important Machine Learning Concepts; Parts of Speech (POS) Tagging; Recommended POS...”

3 Table of Contents: “... testing -- Understanding the dependency inversion principle -- Using test doubles with unit tests...”

4 Table of Contents: “.... Working with word vectors -- 6. Finding patterns and walking dependency trees -- 7. Visualizations -- 8...”

5 Table of Contents: “...; Acknowledgments; Introduction; CHAPTER 1 Introducing WPF; CHAPTER 2 XAML; CHAPTER 3 Layout; CHAPTER 4 Dependency...”

6 Table of Contents: “... -- The Last Word -- Chapter 4: Dependency Properties and Routed Events13; -- Dependency Properties -- Defining...”

7 Table of Contents: “...); Connection Transports; Dependency Resolver; Inversion of Control; Inversion of Control Container; Dependency...”

8 Table of Contents: “... Mapping -- Dependency Injection -- Research and Development -- Automated Test Generation -- Code Contracts...”

9 Table of Contents: “... -- Setting Up Your Dependencies -- Programmatically Reading Messages from Slack...”

10 Table of Contents: “... WebdriverIO from a boilerplate project -- Building and installing the project dependencies -- Making our first...”

11 Table of Contents: “... -- Exercise 2.19: Other Visualizations Dependency Parse Trees and Named Entities -- Activity 2.02: Text...”

12 Table of Contents: “... the TreePrint class -- Finding word dependencies using the GrammaticalStructure class -- Finding coreference...”

13 Table of Contents: “... sentence structure is important -- 4.4.2 Dependency parsing with spaCy -- 4.5 Building your own information...”

14 Table of Contents: “... chess -- dependent events -- Analysis -- Gender classification -- Bayes for continuous random variables...”

15 Table of Contents: “... -- Recursive neural networks -- Understanding how RNN works with an example -- LSTM -- Long-term dependency...”

16 “... and machine learning models and methods that address context-dependent and dynamic text in online social...”

17 “... techniques, including data-dependence analysis techniques, memory size estimation methods, extensions...”

18 “... will learn how to actively monitor your application dependencies for security updates and vulnerabilities...”

19 “..., and learn it well: Your job, after all, depends on it. No one understands that better than the authors...”

20 “... of programming languages, depending on which is best suited to your needs. Next, you will focus on workspaces...”