Tabla de Contenidos: “…Analyzing missing data -- Combining data using a JOIN operation -- Munging textual data -- Processing multiple input data files -- Removing stop words -- Munging time series data -- Pre-processing of the&amp -- #160 -- time-series Dataset -- Processing date fields -- Persisting and loading data -- Defining a date-time index -- Using the&amp -- #160 -- &amp -- #160 -- TimeSeriesRDD&amp -- #160 -- object -- Handling missing time-series data -- Computing basic statistics -- Dealing with variable length records -- Converting variable-length records to fixed-length records -- Extracting data from "messy" columns -- Preparing data for machine learning -- Pre-processing data for machine learning -- Creating and running a machine learning pipeline -- Summary -- Chapter 5: Using Spark SQL in Streaming Applications -- Introducing streaming data applications -- Building Spark streaming applications -- Implementing sliding window-based functionality -- Joining a streaming Dataset with a static Dataset -- Using the Dataset API in Structured Streaming -- Using output sinks -- Using the Foreach Sink for arbitrary computations on output -- Using the Memory Sink to save output to a table -- Using the File Sink to save output to a partitioned table -- Monitoring streaming queries -- Using Kafka with Spark Structured Streaming -- Introducing Kafka concepts -- Introducing ZooKeeper concepts -- Introducing Kafka-Spark integration -- Introducing Kafka-Spark Structured Streaming -- Writing a receiver for a custom data source -- Summary -- Chapter 6: Using Spark SQL in Machine Learning Applications -- Introducing machine learning applications -- Understanding Spark ML pipelines and their components -- Understanding the steps in a pipeline application development process -- Introducing feature engineering -- Creating new features from raw data…”

“…You'll explore TensorFlow and OpenAI Gym to implement a deep learning RL agent that can play an Atari game. In addition to this, you will learn how to tune and configure RL algorithms and parameters by building agents for different kinds of games. …”

Tabla de Contenidos: “…-- Writing our first test case using the Google test framework -- Using Google test framework in Visual Studio IDE -- TDD in action -- Testing a piece of legacy code that has dependency -- Summary -- Chapter 8: Behavior-Driven Development -- Behavior-driven development -- TDD versus BDD -- C++ BDD frameworks -- The Gherkin language -- Installing cucumber-cpp&amp -- #160 -- in Ubuntu -- Installing the cucumber-cpp framework prerequisite software -- Building and executing the test cases -- Feature file -- Spoken languages supported by Gherkin -- The recommended cucumber-cpp project folder structure -- Writing our first Cucumber test case -- Integrating our project in cucumber-cpp CMakeLists.txt -- Executing our test case -- Dry running your cucumber test cases -- BDD - a test-first development approach -- Let's build and run our BDD test case -- It's testing time! …”

“…Furthermore, we are going to cover important concepts in web development, such as routing, user authentication, and communication with a backend server After explaining how to use Redux and how powerful its ecosystem can be, the book teaches you how to make your own abstractions on top of Redux, such as higher-order reducers and middleware. …”

“…Master a range of machine learning domains with real-world projects using TensorFlow for R, H2O, MXNet, and more Key Features Master machine learning, deep learning, and predictive modeling concepts in R 3.5 Build intelligent end-to-end projects for finance, retail, social media, and a variety of domains Implement smart cognitive models with helpful tips and best practices Book Description R is one of the most popular languages when it comes to performing computational statistics (statistical computing) easily and exploring the mathematical side of machine learning. …”

Tabla de Contenidos: “…Getting Started with Tableau 2018.x: Get up and running with the new features of Tableau 2018 for impactful data visualization…”

Tabla de Contenidos: “…Chapter 1: Introduction to SharePoint 2019 -- Chapter 2: Designing a Physical Architecture -- Chapter 3: Installing SharePoint Server 2019 -- Chapter 4: Configuring Authentication and Security -- Chapter 5: Configuring Add-ins -- Chapter 6: Configuring the Search Service Application -- Chapter 7: Configuring the User Profile Service -- Chapter 8: Configuring Productivity Service Applications -- Chapter 9: Configuring Office Online Server for SharePoint 2019 -- Chapter 10: Workflow Manager -- Chapter 11: SharePoint and Exchange Integration -- Chapter 12: Business Intelligence with SharePoint 2019 -- Chapter 13: Creating Web Applications and Site Collections -- Chapter 14: Hybrid Scenarios -- Chapter 15: PowerApps and Flow -- Chapter 16: Migrating to SharePoint Server 2019 -- Chapter 17: Implementing High Availability and Disaster Recovery -- Chapter 18: Patching SharePoint Server 2019 -- Chapter 19: Monitoring and Maintaining a SharePoint 2019 Deployment…”

“…Finally, this Learning Path will provide you with a glimpse into how some of these black box models can be diagnosed and understood. By the end of this Learning Path, you’ll be equipped with the skills you need to deploy machine learning techniques in your own projects. …”

Tabla de Contenidos: “…Hands-On Full Stack Development with Spring Boot 2 and React: Build modern and scalable full stack applications using Spring Framework 5 and React with Hooks…”

“…Implement business intelligence (BI), data modeling, and data analytics within Microsoft products such as Power BI, SQL Server, and Excel Key Features Understand the ins and outs of DAX expressions and querying functions with the help of easy-to-follow examples Manipulate data of varying complexity and optimize BI workflows to extract key insights Create, monitor, and improve the performance of models by writing clean and robust DAX queries Book Description Data Analysis Expressions (DAX) is known for its ability to increase efficiency by extracting new information from data that is already present in your model. …”

Tabla de Contenidos: “…-- Chapter 11: Conducting SME Elicitations -- Chapter 12: Kinds of Biases -- Part 4: Information Espresso -- Chapter 13: Setting a Budget for Making Decisions Clearly -- Chapter 14: A More Refined Explanation of VOI -- Chapter 15: Building the Simulation in R -- Appendix A: Deterministic Model -- Appendix B: Risk Model -- Appendix C: Simulation and Finance Functions -- Appendix D: Decision Hierarchy and Strategy Table Templates -- Appendix E: VOI Code Samples -- …”

“…Abstract For more than 50 years, IBM® mainframes have supported an extraordinary portion of the world's computing work, providing centralized corporate databases, and mission-critical enterprise-wide applications. …”

Tabla de Contenidos: “…Chapter 4: Collecting Network Evidence ; Chapter 5: Acquiring Host-Based Evidence ; Chapter 6: Forensic Imaging -- Section 3. …”

Tabla de Contenidos: “…Chapter 1: Natural Language Processing Basics -- Chapter 2: Python for Natural Language Processing -- Chapter 3: Processing and Understanding Text -- Chapter 4: Feature Engineering for Text Data -- Chapter 5: Text Classification -- Chapter 6: Text summarization and topic modeling -- Chapter 7: Text Clustering and Similarity analysis -- Chapter 8: Sentiment Analysis -- Chapter 9: Deep learning in NLP…”

“…Since Jira is used for issue management, this book delves into the different issues that can arise in your projects. You'll explore fields, including custom fields, and learn to use them for more effective data collection. …”

“…Praise for The New IT “Jill has penned a de Toquevillean map of the digital world. …”

“…This visual, interactive guide, with illustrations by Visory, uses real world examples and practical tips to help you: Discover the five key foundations that every strategy should be built upon Draw compelling and unique pictures that capture your organization's distinct strategies Develop your skills as a leader of strategy discussions Understand how to use interactive drawing to engage others and achieve 'buy in' Additional online resources available for instructors For more information visit www.strategicplan.com Praise for Strategy Builder: Cummings & Angwin are pioneers in introducing novel approaches in teaching and applying the principles of strategy -- Robert M. …”

“…Overview Over five hours of video instruction on configuration and troubleshooting tasks to prepare you for the Cisco CCNA Data Center DCICT 640-916 exam. Description CCNA Data Center DCICT 640-916 LiveLessons ¬†is a unique video product that provides a solid understanding of the key areas of knowledge required to pass the 640-916 DCICT CCNA Data Center exam. …”

Materias: “…Citrix XenApp…”

“…Lastly, you'll get a grip of how to embed Spark jobs, which can be used to run your machine learning models on Hadoop. …”