Tabla de Contenidos: “…Intro -- Title Page -- Copyright Page -- Table of Contents -- Introduction -- About This Book -- Foolish Assumptions -- What to Buy -- Icons Used in This Book -- Beyond the Book -- Where to Go from Here -- Book 1 Getting Started -- Chapter 1 Starting with Python -- Why Python Is Hot -- Choosing the Right Python -- Tools for Success -- Introducing Anaconda and VS Code -- Installing Anaconda and VS Code -- Writing Python in VS Code -- Choosing your Python interpreter -- Writing some Python code -- Getting back to VS Code Python -- Using Jupyter Notebook for Coding -- Chapter 2 Interactive Mode, Getting Help, and Writing Apps -- Using Python's Interactive Mode -- Opening Terminal -- Getting your Python version -- Going into the Python Interpreter -- Entering commands -- Using Python's built-in help -- Exiting interactive help -- Searching for specific help topics online -- Lots of free cheat sheets -- Creating a Python Development Workspace -- Creating a Folder for Your Python Code -- Typing, Editing, and Debugging Python Code -- Writing Python code -- Saving your code -- Running Python in VS Code -- Learning simple debugging -- Using the VS Code Python debugger -- Writing Code in a Jupyter Notebook -- Creating a folder for Jupyter Notebook -- Creating and saving a Jupyter notebook -- Typing and running code in a notebook -- Adding Markdown text -- Saving and opening notebooks -- Chapter 3 Python Elements and Syntax -- The Zen of Python -- Introducing Object-Oriented Programming -- Discovering Why Indentations Count, Big Time -- Using Python Modules -- Understanding the syntax for importing modules -- Using an alias with modules -- Chapter 4 Building Your First Python Application -- Opening the Python App File -- Typing and Using Python Comments -- Understanding Python Data Types -- Numbers -- Words (strings) -- Booleans…”

Tabla de Contenidos: “…Sample test questions -- Sample test questions -- Answer Key: -- Related publications -- IBM Redbooks -- Other publications -- Online resources -- How to get IBM Redbooks -- Help from IBM -- Index -- Back cover…”

Tabla de Contenidos: “…Running code samples -- index -- inside back cover -- MLOps…”

Tabla de Contenidos: “…Overriding Styles with a Loaded CSS -- Skinning Components -- Graphical Skins -- Importing Skins Created in CS3 -- Programmatic Skins -- LESSON 17 Working with Web Services -- Introducing Server Communication -- Using the Event Model Remote Server Calls -- Configuring an Application to Work Locally -- Using a Web Service in the Dashboard -- Handling Web Service Results -- Calling Web Service Methods -- Using a Web Service in the DataEntry Application -- Using the Web Service Introspection Wizard -- Using the Generated Code in Your Application -- Refactoring with Flex Builder -- Completing the Integration of the Generated Code -- Updating and Deleting Products -- LESSON 18 Accessing Server-Side Objects -- Uploading Files to the Server -- Integrating the FileUpload Component with DataEntry -- Using RemoteObject to Save an Order -- Update Flex Compiler Command -- Dispatch an Order Confirmed Event in the Checkout Process -- Create and Call Remote Object -- Pass ShoppingCart into the Checkout Component -- Change the Application State Back to Welcome -- Mapping ActionScript Objects to Server Objects -- The Flex Builder Data Wizards -- Creating a Server Project -- LESSON 19 Visualizing Data -- Exploring Flex Charting Components -- Chart Types -- Chart Packaging -- Parts of a Chart -- Laying Out Initial Charts -- Populating Charts -- Specifying the Charts' Series -- Adding Horizontal and Vertical Axes to Line and Column Charts -- Adding Legends to Charts -- Limiting the Labels Shown on an Axis -- Interacting with Charts -- Mouse-Over Events -- Click Events -- Selection Events -- Adding Chart Events -- Adding Animations to Charts -- Customizing Chart Appearance with Styles -- LESSON 20 Creating Modular Applications -- Introducing Modular Applications in Flex 3 -- Using Flex Modules -- Using the Module Class…”

Tabla de Contenidos: “…Cataloging your data to avoid the data swamp -- How to avoid the data swamp -- The AWS Glue/Lake Formation data catalog -- AWS services for data encryption and security monitoring -- AWS Key Management Service (KMS) -- Amazon Macie -- Amazon GuardDuty -- AWS services for managing identity and permissions -- AWS Identity and Access Management (IAM) service -- Using AWS Lake Formation to manage data lake access -- Hands-on - configuring Lake Formation permissions -- Creating a new user with IAM permissions -- Transitioning to managing fine-grained permissions with AWS Lake Formation -- Summary -- Section 2: Architecting and Implementing Data Lakes and Data Lake Houses -- Chapter 5: Architecting Data Engineering Pipelines -- Technical requirements -- Approaching the data pipeline architecture -- Architecting houses and architecting pipelines -- Whiteboarding as an information-gathering tool -- Conducting a whiteboarding session -- Identifying data consumers and understanding their requirements -- Identifying data sources and ingesting data -- Identifying data transformations and optimizations -- File format optimizations -- Data standardization -- Data quality checks -- Data partitioning -- Data denormalization -- Data cataloging -- Whiteboarding data transformation -- Loading data into data marts -- Wrapping up the whiteboarding session -- Hands-on - architecting a sample pipeline -- Detailed notes from the project "Bright Light" whiteboarding meeting of GP Widgets, Inc -- Summary -- Chapter 6: Ingesting Batch and Streaming Data -- Technical requirements -- Understanding data sources -- Data variety -- Data volume -- Data velocity -- Data veracity -- Data value -- Questions to ask -- Ingesting data from a relational database -- AWS Database Migration Service (DMS) -- AWS Glue -- Other ways to ingest data from a database…”

Tabla de Contenidos: “…Part 1 Getting to Know Apple Watch -- Chapter 1 Watch This: Introducing Apple Watch -- Exploring the Apple Watch Collections -- Figuring Out What Apple Watch Can Do -- Watch faces -- Timers and alarms -- Caller ID or even calls -- Walkie-Talkie -- Health and wellness -- Emergency SOS -- Text messages and instant messages -- Email -- Wrist-to-wrist communication -- Dock -- Calendars -- Maps -- Siri -- Fitness -- Music connectivity and more -- Apple Pay -- Other apps -- Other functions -- Bonus tips -- Determining What You Need for Your Apple Watch -- Getting to Know Apple Watch's Home Screen -- Learning about Apple Watch's Parts -- Watch face -- Digital Crown button -- Side button -- Back sensors/charger -- Watch band -- Using Apple Watch's Touchscreen -- Understanding Apple Watch's Wireless Functions and Internal Sensors -- Bluetooth 5.0 -- Wi-Fi -- Cellular -- NFC -- GPS -- Ultra Wideband (Apple Watch Series 7 only) -- Accelerometer, gyroscope, barometric altimeter, and compass -- Heart-rate sensor -- Electrocardiogram -- Blood-oxygen monitor (pulse oximeter) -- Ambient light sensor -- Tapping with Apple Watch's Haptic Feedback -- Chapter 2 Time Out: Setting Up Your Apple Watch -- Setting Up Apple Watch -- Pairing Apple Watch with the iPhone -- Choosing a passcode for Apple Watch -- Setting up cellular connectivity on Apple Watch -- Family Setup: Setting up Apple Watch for family members -- Enabling Schooltime on a family member's Apple Watch -- Monitoring the Apple Watch battery -- Understanding the Home Screen -- Maintaining Your Apple Watch -- Avoiding water (original Apple Watch) -- Avoiding extreme temps…”

Tabla de Contenidos:

Tabla de Contenidos: “…-- 11.1 Introduction -- 11.2 5G Achievements and Open Challenges -- 11.3 The Challenges on the 5G Frontier -- 11.4 The Oral Cavity as Device or Node -- 11.5 FutureWork -- References -- About the Authors -- Chapter 12 - 802.11ax for 5G -- 12.1 Introduction -- 12.2 802.11ax Features -- 12.3 Interoperability and Mode Detection -- 12.4 OFDMA -- 12.5 Uplink MU-MIMO -- 12.6 Range Extension -- 12.7 Dynamic CCA -- 12.8 Conclusions -- References -- About the Author -- Chapter 13 - 5G for Personalized Health and Ambient Assisted Living -- 13.1 Introduction -- 13.2 Technology to Support Personalized Health and Ambient Assisted Living -- 13.2.1 Exercising at Home -- 13.2.2 Movement Analysis and Monitoring -- 13.2.3 Personal Coaching Systems -- 13.2.4 The Caring Home -- Supportive Home Environments -- 13.3 Opportunities Due to 5G -- 13.3.1 Movement Analysis and Monitoring -- 13.3.2 Personal Coaching Systems -- 13.3.3 The Caring Home -- 13.4 Discussions -- References -- About the Author -- Chgapter 14 - Multi Business Model Innovations in a World of 5G - Towards a World of Advanced Persuasive Business Models Embedded with Sensor- and Persuasive Technologies -- 14.1 Introduction -- 14.2 Persuasive Business Models and Business Model Language -- 14.3 AWorld of 5G and Persuasive Business Models -- 14.4 Persuasive Business Models and Business Model Language in a World of 5G -- 14.5 Conclusions -- References -- About the Author -- Index -- Back Cover…”

Tabla de Contenidos: “…Intro -- Foreword -- Table of contents -- Editorial: Back in work, but still out of pocket -- Acronyms and abbreviations -- Executive summary -- Chapter 1. …”

Tabla de Contenidos: “…Capital deepening and multifactor productivity have held back U.S. productivity growth -- Figure 1.3. The productivity slowdown is pervasive across industries -- Box 1.1. …”

Tabla de Contenidos: “…-- Building a horde of zombies -- Coding the Zombie.h file -- Coding the Zombie.cpp file -- Using the Zombie class to create a horde -- Bringing the horde to life (back to life) -- Using the TextureHolder class for all textures -- Change the way the background gets its textures -- Change the way Player gets its texture -- FAQ -- Summary -- Chapter 9: Collision Detection, Pickups, and Bullets -- Coding the Bullet class -- Coding the Bullet header file -- Coding the Bullet source file -- Making the bullets fly -- Including the Bullet class -- Control variables and the bullet array -- Reloading the gun -- Shooting a bullet -- Updating the bullets each frame -- Drawing the bullets each frame -- Giving the player a crosshair -- Coding a class for pickups -- Coding the Pickup header file -- Coding the Pickup class function definitions -- Using the Pickup class -- Detecting collisions -- Has a zombie been shot? …”

Tabla de Contenidos: “…. -- Web resource contexts -- Turning off batch mode -- Building JIRA from source -- Getting ready -- How to do it... -- How it works... -- There's more... -- Making a single class patch -- See also -- Adding new webwork actions to JIRA -- Getting ready -- How to do it... -- How it works... -- There's more... -- Adding new commands to the action -- See also -- Form token handling in webwork actions -- Getting ready -- How to do it... -- How it works... -- There's more... -- Providing a token in HTML links -- Getting the token programmatically -- Opting out of token checking in remote calls -- See also -- Capturing plugin installation/uninstallation events -- Getting ready -- How to do it... -- How it works... -- See also -- Chapter 3: Working with Custom Fields -- Introduction -- Writing a simple custom field -- Getting ready -- How to do it... -- How it works... -- There's more... -- See also -- Custom field searchers -- Getting ready -- How to do it... -- How it works... -- There's more... -- Dealing with custom fields on an issue -- Getting ready -- How to do it... -- How it works... -- See also -- Programming custom field options -- Getting ready -- How to do it... -- See also -- Overriding the validation of custom fields…”

Tabla de Contenidos: “…-- Streaming Datasets and Streaming DataFrames -- Input sources and output sinks -- Operations on Streaming Datasets and Streaming DataFrames -- Summary -- Chapter 6: Notebooks and Dataflows with Spark and Hadoop -- Introducing web-based notebooks -- Introducing Jupyter -- Installing Jupyter -- Analytics with Jupyter -- Introducing Apache Zeppelin -- Jupyter versus Zeppelin -- Installing Apache Zeppelin -- Ambari service -- The manual method -- Analytics with Zeppelin -- The Livy REST job server and Hue Notebooks -- Installing and configuring the Livy server and Hue -- Using the Livy server -- An interactive session -- A batch session -- Sharing SparkContexts and RDDs -- Using Livy with Hue Notebook -- Using Livy with Zeppelin -- Introducing Apache NiFi for dataflows -- Installing Apache NiFi -- Dataflows and analytics with NiFi -- Summary -- Chapter 7: Machine Learning with Spark and Hadoop -- Introducing machine learning -- Machine learning on Spark and Hadoop -- Machine learning algorithms -- Supervised learning -- Unsupervised learning -- Recommender systems -- Feature extraction and transformation -- Optimization -- Spark MLlib data types -- An example of machine learning algorithms -- Logistic regression for spam detection -- Building machine learning pipelines -- An example of a pipeline workflow -- Building an ML pipeline -- Saving and loading models -- Machine learning with H2O and Spark -- Why Sparkling Water? …”

Tabla de Contenidos: “…12.2.3 CAPABILITY MODEL FOR ADAPTATION MECHANISM -- 12.3 EXPRESSION OF CONFORMANCE-BASED DYNAMICAL ADAPTATION -- 12.3.1 νRULE: SYNTAX AND SEMANTICS -- 12.3.2 CONFORMANCE RELATIONSHIPS BY νRULES -- 12.3.3 FUNCTION IDENTIFICATION ACCORDING TO νRULES-BASED ADAPTATION LOGIC -- 12.4 SUMMARY -- 13 - Other Nonfunctionality Patterns -- 13.1 INTRODUCTION -- 13.1.1 PROBLEM-ORIENTED NONFUNCTIONAL REQUIREMENT PATTERNS -- 13.1.2 STRUCTURE OF A PROBLEM-ORIENTED NONFUNCTIONAL REQUIREMENT PATTERN -- 13.1.3 PROCESS OF USING A PROBLEM-ORIENTED NONFUNCTIONAL REQUIREMENT PATTERN -- 13.2 PROBLEM-ORIENTED NONFUNCTIONAL REQUIREMENT PATTERNS AND THEIR CONCERNS -- 13.2.1 AUTHORIZATION PATTERN -- 13.2.2 BUFFER PATTERN -- 13.2.3 INDEX PATTERN -- 13.2.4 LOG PATTERN -- 13.2.5 PERCEPTION AND REACTION PATTERN -- 13.2.6 ENCRYPTION AND DECRYPTION PATTERN -- 13.3 A CASE STUDY -- 13.4 DISCUSSION -- Part Four References -- Index -- A -- B -- C -- D -- E -- F -- G -- H -- I -- K -- L -- M -- N -- O -- P -- R -- S -- T -- U -- V -- W -- Back Cover…”

Tabla de Contenidos:

Tabla de Contenidos: “…Introduction -- The TDD Development Cycle -- Test Framework -- Test Automation -- Installing the Unity Framework -- Exercise 11.1 Test Driven Development -- Adding the Unity Test Framework -- Configuring the Project Build Targets -- Adding the Test Cases -- Automating the TDD Cycle -- Testing RTOS Threads -- Exercise 11.2 Testing RTOS Threads -- Decoupling Low Level Functions -- Testing Interrupts -- Exercise 11.3 Testing with Interrupts -- Conclusion -- 12 Software Components -- Introduction -- CMSIS Driver -- CMSIS Driver API -- Exercise 12.1 CMSIS-Driver -- Driver Validation -- Exercise 12.2 Driver Validation -- Designing a Software Component -- Exercise 12.3 GPS Component -- Creating a Software Pack -- Software Pack Structure -- Software Pack Utilities -- Configuration Wizard -- Exercise 12.4 Configuration Wizard -- Deploying Software Components -- Conclusion -- 13 ARMv8-M -- Introduction -- Common Architectural Enhancements -- ARMv8 Baseline Enhancements -- ARMv8-M Mainline Enhancements -- TrustZone -- Interrupts and Exceptions -- Software Development -- Compiler -- Real-Time Operating System -- Debugger -- Cortex Microcontroller Software Interface Standard -- Conclusion -- Appendix -- Contact Details -- Appendices -- Debug Tools and Software -- Commercial GNU-Based Toolchains -- Commercial Toolchains -- Rapid Prototyping and Evaluation Modules -- Real-Time Operating Systems -- Digital Signal Processing -- Books -- Programming -- Cortex-M Processor -- Standards -- Digital Signal Processing -- Real-Time Operating System -- Silicon Vendors -- Training -- Index -- Back Cover…”

Tabla de Contenidos: “…. -- See also -- Creating and using Datasets from RDDs and back again -- How to do it... -- How it works... -- There's more... -- See also -- Working with JSON using the Dataset API and SQL together -- How to do it... -- How it works... -- There's more... -- See also -- Functional programming with the Dataset API using domain objects -- How to do it... -- How it works... -- There's more... -- See also -- Chapter 4: Common Recipes for Implementing a Robust Machine Learning System -- Introduction -- Spark's basic statistical API to help you build your own algorithms -- How to do it... -- How it works... -- There's more... -- See also -- ML pipelines for real-life machine learning applications -- How to do it... -- How it works... -- There's more... -- See also -- Normalizing data with Spark -- How to do it... -- How it works... -- There's more... -- See also -- Splitting data for training and testing -- How to do it... -- How it works... -- There's more... -- See also -- Common operations with the new Dataset API -- How to do it... -- How it works... -- There's more... -- See also -- Creating and using RDD versus DataFrame versus Dataset from a text file in Spark 2.0 -- How to do it... -- How it works... -- There's more... -- See also…”

Tabla de Contenidos: “…Thou Shalt Not Panic -- Chapter 21 Ten Tips for Creating Readable Slides -- Try Reading the Slide from the Back of the Room -- Avoid Small Text -- No More Than Five Bullets, Please…”

Tabla de Contenidos: “…8.6 Multiple and Multivariate Hypothesis Testing Using MATLAB -- 8.6.1 Bonferroni's Correction -- 8.6.2 ANOVA -- 8.6.3 Hotelling's T2 Test -- 8.6.4 MANOVA -- 8.7 Further Resources -- 8.8 Exercises -- 9 Experimental Design and Sample Size Calculations -- 9.1 Introduction -- 9.2 Experimental and Observational Studies -- 9.2.1 Observational Studies -- 9.2.2 Experimental Studies -- 9.2.3 Showing Cause-and-Effect -- 9.3 Random and Systematic Error (Bias) -- 9.4 Reducing Random and Systematic Errors -- 9.4.1 Blocking (Matching) Test and Control Subjects -- 9.4.2 Blinding -- 9.4.3 Multiple Measurement -- 9.4.4 Randomization -- 9.5 Sample Size and Power Calculations -- 9.5.1 Illustration of a Power Calculation for a Single Sample t-test -- 9.5.2 Illustration of a Sample Size Calculation -- 9.6 Summary -- 9.7 Power and Sample Size Calculations Using MATLAB -- 9.7.1 Sample Size Calculations -- 9.7.2 Power Calculations -- 9.8 Further Resources -- 9.9 Exercises -- 10 Statistical Shape Models -- 10.1 Introduction -- 10.2 SSMs and Dimensionality Reduction -- 10.3 Forming an SSM -- 10.3.1 Parameterize the Shape -- 10.3.2 Align the Centroids -- 10.3.3 Compute the Mean Shape Vector -- 10.3.4 Compute the Covariance Matrix -- 10.3.5 Compute the Eigenvectors and Eigenvalues -- 10.4 Producing New Shapes From an SSM -- 10.5 Biomedical Applications of SSMs -- 10.6 Summary -- 10.7 Statistical Shape Modeling Using MATLAB -- 10.8 Further Resources -- 10.9 Exercises -- 11 MATLAB Case Study on Descriptive and Inferential Statistics -- 11.1 Introduction -- 11.2 Data -- 11.3 Part A: Measuring Myocardium Thickness -- 11.4 Part B: Intraobserver Variability -- 11.5 Part C: Sample Analysis -- 11.6 Summary -- A Statistical Tables -- References -- Index -- Back Cover…”

Tabla de Contenidos: “…Thou Shalt Not Panic -- Chapter 21 Ten Tips for Creating Readable Slides -- Try Reading the Slide from the Back of the Room -- Avoid Small Text -- No More Than Five Bullets, Please -- Avoid Excessive Verbiage Lending to Excessively Lengthy Text That Is Not Only Redundant But Also Repetitive and Reiterative -- Use Consistent Wording -- Avoid Unsightly Color Combinations…”