Tabla de Contenidos: “…-- Chapter 14 Storing and Modifying Data -- Storing SQL Datasets as Tables and Views -- Adding a Timestamp Column -- Inserting Rows and Updating Values in Database Tables -- Using SQL Inside Scripts -- In Closing -- Exercises -- Appendix Answers to Exercises -- Chapter 1: Data Sources -- Answers -- Chapter 2: The SELECT Statement -- Answers -- Chapter 3: The WHERE Clause -- Answers -- Chapter 4: CASE Statements -- Answers -- Chapter 5: SQL JOINs -- Answers -- Chapter 6: Aggregating Results for Analysis -- Answers -- Chapter 7: Window Functions and Subqueries -- Answers -- Chapter 8: Date and Time Functions -- Answers -- Chapter 9: Exploratory Data Analysis with SQL -- Answers -- Chapter 10: Building SQL Datasets for Analytical Reporting -- Answers -- Chapter 11: More Advanced Query Structures -- Answers -- Chapter 12: Creating Machine Learning Datasets Using SQL -- Answers -- Chapter 14: Storing and Modifying Data…”

Tabla de Contenidos: “…-- Fitting It Into Your Schedule -- Ad Hoc and Planned Learning -- Take a Mini-Sabbatical -- Where Do I Find the Information? …”

Tabla de Contenidos: “…Some examples of intra-group services -- D. Low value-adding intra-group services -- Chapter VIII. Cost contribution arrangements -- A. …”

Tabla de Contenidos: “…; 3.1 Introduction; 3.2 Starting a Project; 3.3 Audio in Live; 3.3.1 Importing Audio; 3.3.2 Recording Audio; 3.4 MIDI in Live; 3.4.1 Importing MIDI; 3.4.2 Recording MIDI; 3.5 Essential Operations and Tasks; 3.5.1 Looping Your Loops; 3.5.2 Adding Effects; 3.6 Performance to Arrangement; 3.7 Finishing Your Work; 3.7.1 Exporting Your Audio; 3.7.2 Set versus Project…”

Tabla de Contenidos: “…Cover -- Title Page -- Copyright -- About the author -- Contents -- Introduction -- Part 1 Managing straightforward tasks -- Chapter 1 Personal work management -- Understanding your workload -- Writing an effective action list to plan your work -- Prioritising your workload -- Removing non-value-adding tasks from your work -- Working to an action list -- Deciding when you need help -- Getting your line manager's support -- Delegating activities -- When and how to say no to a task -- Chapter 2 Managing others' activity -- Defining tasks and setting objectives for others -- Understanding skills and resources needed for a task -- Choosing the right person to do a task -- Checking progress -- Helping someone else to complete a task -- Managing tasks across a team -- Getting someone to do a task when you aren't their line manager -- Chapter 3 Clarifying problems and opportunities -- Identifying problems and opportunities -- Understanding the impact of a problem -- Root cause analysis -- Generating opportunities and solutions -- Exploring ideas -- Choosing between solutions -- Converting ideas into actions -- Part 2 Managing projects -- Chapter 4 Project selection -- Developing a project business case -- Aligning projects with business needs -- Gaining buy-in for a project -- Is this a project or not? …”

Tabla de Contenidos: “…-- The diapers and beer urban legend -- Frequent itemset mining basics -- Towards association rules -- Support -- Confidence -- Association rules -- An example with data -- Added value - fixing a flaw in the plan -- Methods for finding frequent itemsets -- A project - discovering association rules in software project tags -- Summary -- Entity Matching -- What is entity matching? …”

Tabla de Contenidos: “…-- RL algorithm -- How RL differs from other ML paradigms -- Elements of RL -- Agent -- Policy function -- Value function -- Model -- Agent environment interface -- Types of RL environment -- Deterministic environment -- Stochastic environment -- Fully observable environment -- Partially observable environment -- Discrete environment -- Continuous environment -- Episodic and non-episodic environment -- Single and multi-agent environment -- RL platforms -- OpenAI Gym and Universe -- DeepMind Lab -- RL-Glue -- Project Malmo -- ViZDoom -- Applications of RL -- Education -- Medicine and healthcare -- Manufacturing -- Inventory management -- Finance -- Natural Language Processing and Computer Vision -- Summary -- Questions -- Further reading -- Chapter 2: Getting Started with OpenAI and TensorFlow -- Setting up your machine -- Installing Anaconda -- Installing Docker -- Installing OpenAI Gym and Universe -- Common error fixes -- OpenAI Gym -- Basic simulations -- Training a robot to walk -- OpenAI Universe -- Building a video game bot -- TensorFlow -- Variables, constants, and placeholders -- Variables -- Constants -- Placeholders -- Computation graph -- Sessions -- TensorBoard -- Adding scope -- Summary -- Questions -- Further reading -- Chapter 3: The Markov Decision Process and Dynamic Programming -- The Markov chain and Markov process -- Markov Decision Process -- Rewards and returns -- Episodic and continuous tasks -- Discount factor -- The policy function -- State value function -- State-action value function (Q function) -- The Bellman equation and optimality -- Deriving the Bellman equation for value and Q functions -- Solving the Bellman equation…”

Tabla de Contenidos: “…-- Strings -- Booleans -- The print function -- Variables -- Adding to a variable -- Subtracting from a variable -- Multiplication -- Division -- Naming variables -- Arrays (lists, if you ask Python) -- Dictionaries -- Compound statements -- Compound statement syntax and indentation level -- For statements and iterables -- If statements -- Else and elif clauses -- Functions -- Passing arguments to a function -- Returning values from a function -- Making annotations within programs -- A programmer's resources -- Documentation -- Online forums and mailing lists -- Summary -- Chapter 3: Reading, Exploring, and Modifying Data - Part I -- External resources -- Logistical overview -- Installation requirements -- Data -- File system setup -- Introducing a basic data wrangling work flow -- Introducing the JSON file format -- Opening and closing a file in Python using file I/O -- The open function and file objects -- File structure - best practices to store your data -- Opening a file…”

Tabla de Contenidos: “…-- Our code -- Processing BitcoinSpendReceipt -- Summary -- Exercises -- Chapter 14: Adding Speech and Search to Your Microservice -- Text-to-Speech -- Installation -- Our program -- Our messages -- Subscribing to messages -- Processing speech request messages -- Processing Wikipedia search messages -- Using Text-to-Speech -- Summary -- Appendix: Best Practices -- Microservices -- Messaging -- Scheduling jobs -- Recommended reading -- Index…”

Tabla de Contenidos: “…Cover -- Title Page -- Copyright and Credits -- Foreword -- Contributors -- Table of Contents -- Preface -- Part 1: M5Stack Electronics Hardware Architecture -- Chapter 1: Exploring the M5Stack Core -- Technical requirements -- Welcome to the M5Stack Core -- Powering and resetting the M5Stack Core -- Overview of the M5Stack Core hardware architecture -- EA3036 DC-DC converter (power management) -- Power amplifier -- ESP32 subsystem -- USB-UART and accessories -- UI design basics -- Input controls -- Design considerations -- UiFlow overview -- Communicating with the M5Stack Core -- Requirements -- Communication setup -- Summary -- Chapter 2: Hands-On with M5Stack Units -- Technical requirements -- Introducing M5Stack units -- Interacting with an RGB LED unit -- Programming the M5Stack Core to operate the RGB LED unit -- An interactive RGB LED unit -- Interacting with an IR remote unit -- Programming the M5Stack Core to operate the IR remote unit -- Basic IR handheld remote tester -- Interacting with an angle sensor unit -- The angle sensor unit circuit analysis -- Programming the M5Stack Core to read the angle sensor unit -- Interacting with a motion sensor unit -- Programming the M5Stack Core to detect a human body with the motion sensor unit -- Summary -- Chapter 3: Lights, Sound, and Motion with M5Stack -- Technical requirements -- Introducing M5Stack Core hardware -- Using the M5Stack Core vibration motor unit -- Attaching the M5Stack Core to the vibration motor unit -- Programming the M5Stack Core to operate the vibration motor unit -- Building a mountable vibration motor unit -- Programming the M5Stack Core to operate the mountable vibration motor unit -- Using the M5Stack Core speaker -- Programming the M5Stack Core to produce a sound -- Adding a speaker icon to the TFT LCD -- Coding an M5Stack Core RGB LED flasher…”

Tabla de Contenidos: “…-- 1.Trust: The Currency of Google -- PageRank -- TrustRank -- Google's Circus -- How to Mine TrustRank -- A Final Word on TrustRank -- 2.The Five Ingredients of Google Optimization -- Ingredient One Keyword Selection -- Take an Informal Survey -- Use the Google AdWords Keyword Planner -- Capitalize on Competitors' Work -- Spend a Few Bucks on a Pay-per-Click Campaign -- Ingredient Two The Meta Page Title -- Maximizing the Effectiveness of Your Meta Page Titles -- Case Study One The Baby Store -- Case Study Two Games -- Ingredient Three Links -- The Psychology of Link Building -- Ingredient Four URL Structure -- Ingredient Five Time -- Final Thoughts -- 3.How to Reel In Links -- Avoiding Bad Neighborhoods -- Link Building 101 -- The Bible of Link Acquisition -- Systematic Emailing -- Link Bait -- 4.Using Time to Gain Trust -- The Sandbox -- Prepublishing Period --…”

Tabla de Contenidos: “…The Observer Pattern -- 11.1 The Observer in JavaScript -- 11.2 Adding Observers -- 11.3 Checking for Observers -- 11.4 Notifying Observers -- 11.5 Error Handling -- 11.6 Observing Arbitrary Objects -- 11.7 Observing Arbitrary Events -- 11.8 Summary -- 12. …”

Tabla de Contenidos: “…Transactions and Locking -- Transactions -- The ACID Tests -- Locking -- Deadlocks -- Caching -- Threads -- Summary -- Chapter 9: Searches and Queries -- Hibernate Query Language (HQL) -- Syntax Basics -- UPDATE -- DELETE -- INSERT -- SELECT -- Named Queries -- Logging and Commenting the Underlying SQL -- Logging the SQL -- Commenting the Generated SQL -- The from Clause and Aliases -- The select Clause and Projection -- Using Restrictions with HQL -- Using Named Parameters -- Paging Through the Result Set -- Obtaining a Unique Result -- Sorting Results with the order by Clause -- Associations and Joins -- Aggregate Methods -- Bulk Updates and Deletes with HQL -- Using Native SQL -- Summary -- Chapter 10: Filtering the Results of Searches -- When to Use Filters -- Getting Started -- Defining and Attaching Filters -- Filters with Annotations -- Filters with XML Mapping Documents -- Using Filters in Your Application -- A Basic Filtering Example -- Summary -- Chapter 11: Integration into the Web -- Setting the Stage -- The Plan -- The Application -- The Project Model -- The Data Model -- Building Our First Servlet Test -- Our First (Wrong) Servlet: Adding a User -- The AddUserServlet, Corrected -- Where DTOs Shine -- Rounding Out the Application -- Creating a Post -- A Better "Get Posts" Servlet -- Rounding Out the "Application" -- Summary -- Chapter 12: Integrating Hibernate -- Spring -- Spring Data with Spring Boot -- ActiveJ -- Quarkus -- Summary -- Chapter 13: Hibernate Envers -- What Does a "Version" Mean? …”

Tabla de Contenidos: “…Introducing example-based machine translation -- Introducing statistical machine translation -- Modeling the translation problem -- Creating the models -- Introducing sequence-to-sequence learning -- Deciphering the encoder/decoder architecture -- Understanding long short-term memory units -- Putting seq2seq in action -- Measuring translation performance -- Summary -- Chapter 7: Summarizing Wikipedia Articles -- Technical requirements -- Understanding text summarization -- Introducing web scraping -- Scraping popular quotes -- Scraping book reviews -- Scraping Wikipedia articles -- Performing extractive summarization -- Performing abstractive summarization -- Introducing the attention mechanism -- Introducing transformers -- Putting the transformer into action -- Measuring summarization performance -- Summary -- Chapter 8: Detecting Hateful and Offensive Language -- Technical requirements -- Introducing social networks -- Understanding BERT -- Pre-training phase -- Fine-tuning phase -- Putting BERT into action -- Introducing boosting algorithms -- Understanding AdaBoost -- Understanding gradient boosting -- Understanding XGBoost -- Creating validation sets -- Learning the myth of Icarus -- Extracting the datasets -- Treating imbalanced datasets -- Classifying with BERT -- Training the classifier -- Applying early stopping -- Understanding CNN -- Adding pooling layers -- Including CNN layers -- Summary -- Chapter 9: Generating Text in Chatbots -- Technical requirements -- Understanding text generation -- Creating a retrieval-based chatbot -- Understanding language modeling -- Understanding perplexity -- Building a language model -- Creating a generative chatbot -- Using a pre-trained model -- Creating the GUI -- Creating the web chatbot -- Fine-tuning a pre-trained model -- Summary -- Chapter 10: Clustering Speech-to-Text Transcriptions…”

Tabla de Contenidos: “….; 4.6. What&s Next?; 5. Adding to the MSH Toolkit; 5.1.2. What About...; 5.1.3. …”

Tabla de Contenidos:

Tabla de Contenidos: “…1.4.4 Keys and Agents1.4.5 Access Control; 1.4.6 Port Forwarding; 1.5 History of SSH; 1.6 Related Technologies; 1.6.1 rsh Suite (r-Commands); 1.6.2 Pretty Good Privacy (PGP) and GNU Privacy Guard (GnuPG); 1.6.3 Kerberos; 1.6.4 IPSEC and Virtual Private Networks; 1.6.5 Secure Remote Password (SRP); 1.6.6 Secure Socket Layer (SSL) Protocol; 1.6.7 SSL-Enhanced Telnet and FTP; 1.6.8 stunnel; 1.6.9 Firewalls; 1.7 Summary; Basic Client Use; 2.1 A Running Example; 2.2 Remote Terminal Sessions with ssh; 2.2.1 File Transfer with scp; 2.3 Adding Complexity to the Example; 2.3.1 Known Hosts…”

Tabla de Contenidos: “…Example Banner; 6.3. Adding Login Banners; 6.3.2. Login Banner; 6.3.3. …”

Tabla de Contenidos: “…Multiple Master Servers; 4.9. Adding More Zones; 4.10. What&s Next?; 5. DNS and Electronic Mail; 5.2. …”

Tabla de Contenidos: “…3.4.1 The Barco D-Cine Premiere® DP 50®3.4.2 The Barco SLM R8; 4 Cost implications; 4.1 Savings; 4.1.1 Origination costs; 4.1.2 Stock savings; 4.1.3 Insurance savings; 4.1.4 Savings in print costs; 4.1.5 Shooting for anamorphic release; 4.2 Added costs; 4.2.1 Camera kit rental; 4.2.2 Editing costs; 4.2.3 Writing out to film; 4.3 A cost comparison example - Oklahoma!…”