Tabla de Contenidos: “…Cover -- Copyright -- Credits -- About the Author -- Acknowledgement -- About the Reviewers -- www.PacktPub.com -- Table of Contents -- Preface -- Chapter 1: The Era of Big Data -- Big Data - The monster re-defined -- Big Data toolbox - dealing with the giant -- Hadoop - the elephant in the room -- Databases -- Hadoop Spark-ed up -- R - The unsung Big Data hero -- Summary -- Chapter 2: Introduction to R Programming Language and Statistical Environment -- Learning R -- Revisiting R basics -- Getting R and RStudio ready -- Setting the URLs to R repositories -- R data structures -- Vectors -- Scalars -- Matrices -- Arrays -- Data frames -- Lists -- Exporting R data objects -- Applied data science with R -- Importing data from different formats -- Exploratory Data Analysis -- Data aggregations and contingency tables -- Hypothesis testing and statistical inference -- Tests of differences -- Independent t-test example (with power and effect size estimates) -- ANOVA example -- Tests of relationships -- An example of Pearson's r correlations -- Multiple regression example -- Data visualization packages -- Summary -- Chapter 3: Unleashing the Power of R from Within -- Traditional limitations of R -- Out-of-memory data -- Processing speed -- To the memory limits and beyond -- Data transformations and aggregations with the ff and ffbase packages -- Generalized linear models with the ff and ffbase packages -- Logistic regression example with ffbase and biglm -- Expanding memory with the bigmemory package -- Parallel R -- From bigmemory to faster computations -- An apply() example with the big.matrix object -- A for() loop example with the ffdf object -- Using apply() and for() loop examples on a data.frame -- A parallel package example -- A foreach package example -- The future of parallel processing in R -- Utilizing Graphics Processing Units with R.…”

Tabla de Contenidos: “…6.4.2 Investigating CICS resource enqueue -- 6.4.3 About this scenario -- 6.5 CICS transaction loops -- 6.5.1 Symptoms of looping transaction -- 6.5.2 About this scenario -- 6.6 CICS DSA growth -- 6.6.1 Monitoring storage growth -- 6.6.2 About the scenario -- Appendix A. …”

Tabla de Contenidos: “…Cover -- Title Page -- Copyright and Credits -- Contributors -- Packt Upsell -- Table of Contents -- Preface -- Chapter 1: Creating a Fast Feedback Loop -- Making it easy for developers to run tests -- Building our test project with Apache Maven -- Running your tests in parallel -- Parallel tests with TestNG -- There are no silver bullets -- Multiple browser support -- Downloading WebDriver binaries automatically -- Going headless -- What happened to GhostDriver? …”

Tabla de Contenidos: “…Creating a JavaScript timer with setInterval functionUnderstanding the Game Loop; Separating the data and the view logic; Beginning collision detection; Time for action - hitting the ball with the paddles; Controlling the left paddle movement; Time for action - auto moving the left paddle; What just happened?…”

Tabla de Contenidos: “…-- B2B versus B2C - productizing business models -- Domain knowledge - understanding the needs of your market -- Experimentation - discover the needs of your collective -- Consistency and AIOps/MLOps - reliance and trust -- Performance evaluation - testing, retraining, and hyperparameter tuning -- Feedback loop - relationship building -- Summary -- References -- Chapter 8: Customization for Verticals, Customers, and Peer Groups -- Domains - orienting AI toward specific areas -- Understanding your market -- Understanding how your product design will serve your market -- Building your AI product strategy -- Verticals - examination into four areas (FinTech, healthcare, consumer goods, and cybersecurity) -- FinTech -- Healthcare -- Cybersecurity -- Anomaly detection and user and entity behavior analytics -- Value metrics - evaluating performance across verticals and peer groups -- Objectives and key results -- Key performance indicators -- Thought leadership - learning from peer groups -- Summary -- References -- Chapter 9: Macro and Micro AI for Your Product -- Macro AI - Foundations and umbrellas -- ML -- Robotics -- Expert systems -- Fuzzy logic/fuzzy matching -- Micro AI - Feature level -- ML (traditional/DL/computer vision/NLP) -- Robotics -- Expert systems -- Fuzzy logic/fuzzy matching -- Successes - Examples that inspire -- Lensa -- PeriGen -- Challenges - Common pitfalls -- Ethics -- Performance -- Safety -- Summary -- References -- Chapter 10: Benchmarking Performance, Growth Hacking, and Cost -- Value metrics - a guide to north star metrics, KPIs and OKRs -- North star metrics -- KPIs and other metrics -- OKRs and product strategy -- Hacking - product-led growth -- The tech stack - early signals -- Customer Data Platforms (CDPs) -- Customer Engagement Platforms (CEPs) -- Product analytics tools…”

Tabla de Contenidos: “…Rule 12: Integrate the SkillsRule 13: Make a Plan; Rule 14: Make Each Minute Matter; Using Modeling; Rule 15: Model and Describe; Rule 16: Call Your Shots; Rule 17: Make Models Believable; Rule 18: Try Supermodeling; Rule 19: Insist They "Walk This Way"; Rule 20: Model Skinny Parts; Rule 21: Model the Path; Rule 22: Get Ready for Your Close-up; Feedback; Rule 23: Practice Using Feedback (Not Just Getting It); Rule 24: Apply First, Then Reflect; Rule 25: Shorten the Feedback Loop; Rule 26: Use the Power of Positive; Rule 27: Limit Yourself; Rule 28: Make It an Everyday Thing…”

Tabla de Contenidos: “…Set StatementSub Statement; Terminate Event; With Statement; Program Structure and Flow; Call Statement; Do... Loop Statement; End... Statement; Exit Statement; For... …”

Tabla de Contenidos: “…Chapter 05: Making Informed Decisions -- Factors influencing human decisions -- Human decision-making traps -- Trap #1: Over-confidence bias -- Trap #2: Anchoring bias -- Trap #3: Risk aversion -- Trap #4: Sunk costs -- Trap #5: Framing -- Trap #6: Bandwagon effect -- Trap #7: Confirmation bias -- Trap #8: Decisions based on averages -- Avoiding decision-making traps -- Exploring decision-making strategies -- Informed decision-making framework -- Decision matrix -- Pugh decision matrix -- OODA loop -- Critical thinking in decision making -- Summary -- References -- Chapter 06: Prediction and Statistics -- What is prediction? …”

Tabla de Contenidos: “…; Part I: The Basics; Part II: Things in Your Mailbox; Part III: Searching; Part IV: Keeping You in the Loop; Part V: Advanced Topics; Who Is This Book For?…”

Tabla de Contenidos: “…Chapter 2: SAN Building BlocksSAN Components and How They're Used; The Host Layer; The Fabric Layer; The Storage Layer; Chapter 3: What Makes a SAN Go; Networking Basics; Moving Data at the Speed of Light; Bandwidth; Fibre Channel Protocols; The Switched Fabric; Chapter 4: What Makes a SAN Stop; Discovering What Causes SAN Problems; Preventing Poor SAN Design; Using the Right Cables in the Right Way; Part II: Designing and Building a SAN; Chapter 5: Designing the SAN; Basic SAN Designs: Understanding the Layers; Point-to-Point Topology; Arbitrated Loop Topology; Switched Fabric Topology…”

Tabla de Contenidos: “…Tell People What They'll Get Know What You Want (But Have Other Options); They're Just Not That into You; Let People Connect Instantly; Close the Permission Loop; E-Mail List; Facebook; LinkedIn; Twitter; Blog; It's About Quality, Not Quantity; Chapter 4: Engage People; Why Engagement Matters; Five Types of Interesting, Relevant, and Engaging Content; Question and Answer; Sharing/Information; Discussions; Promotions, News, and Announcements; Events; Calls to Action: Tell People What to Do; Invite Everyone to Your Party: Distribute Broadly; Focus on Quality (Not Quantity) Engagement…”

Tabla de Contenidos: “…Making ConnectionsConnecting Wirelessly; Audio MIDI Setup; Example App/AC-7 Core; Third Party Software; MIDI on Android; MIDI/OSC Control; Musical Instrument Apps; Loop/Sequencer/Sample Apps; Multi-Track Recording Apps; MIDI Considerations when Choosing Instrument Apps; Controllers and Control Surfaces; Sequencers and DAWs; MIDI Utilities; 4 Recording MIDI; Different Entry Methods; Live Performance; Troubleshooting MIDI Inputs; Project Settings; Key Signature; Exercise; Tempo; Conductor Track; Click Track; Exercises; Sounds; Exercises; Latency; Keep the MIDI Path as Simple as Possible…”

Tabla de Contenidos: “…SummaryChapter 8: Running JavaScript on the Command Line; Introduction; Learning About Node.js; Installing Node; Installing and Using Node Modules; Creating Your Own Script; Writing a Sprite-Map Generator; Summary; Chapter 9: Bootstrapping the Quintus Engine: Part I; Introduction; Creating a Framework for a Reusable HTML5 Engine; Adding the Game Loop; Adding Inheritance; Supporting Events; Supporting Components; Summary; Chapter 10: Bootstrapping the Quintus Engine: Part II; Introduction; Accessing a Game Container Element; Capturing User Input; Loading Assets; Summary…”

Tabla de Contenidos: “…2.5.1Table-Driven ScannersAvoiding Excess Roll Back; Generating the Transition and Classifier Tables; Changing Languages; 2.5.2Direct-Coded Scanners; Representing Strings; Overhead of Table Lookup; Replacing the Table-Driven Scanner's While Loop; Classifying Characters; 2.5.3Hand-Coded Scanners; Buffering the Input Stream; Generating Lexemes; 2.5.4Handling Keywords; Section Review; 2.6Advanced Topics; 2.6.1DFA to Regular Expression; 2.6.2Another Approach to DFA Minimization: Brzozowski's Algorithm; 2.6.3Closure-Free Regular Expressions; 2.7Chapter Summary and Perspective; Chapter Notes…”

Tabla de Contenidos: “…Processes and Services Managing Networking ; Setting a Static IP Address; Viewing Network Connections; Netcat: The Swiss Army Knife of TCP/IP Connections; Check to See If a Port Is Listening; Opening a Command Shell Listener; Pushing a Command Shell Back to a Listener; Automating Tasks with cron Jobs ; Summary ; Chapter 3: Programming; Bash Scripting; Ping; A Simple Bash Script; Running Our Script; Adding Functionality with if Statements; A for Loop ; Streamlining the Results; Python Scripting; Connecting to a Port; if Statements in Python; Writing and Compiling C Programs ; Summary…”

Tabla de Contenidos: “…Conclusion -- The Fundamental Concepts of Data Science -- Applying Our Fundamental Concepts to a New Problem: Mining Mobile Device Data -- Changing the Way We Think about Solutions to Business Problems -- What Data Can't Do: Humans in the Loop, Revisited -- Privacy, Ethics, and Mining Data About Individuals -- Is There More to Data Science? …”

Tabla de Contenidos: “…Stability augmentation; 11.1 Introduction; 11.2 Augmentation system design; 11.3 Closed loop system analysis; 11.4 The root locus plot; 11.5 Longitudinal stability augmentation; 11.6 Lateral-directional stability augmentation; 11.7 The pole placement method…”

Tabla de Contenidos: “…-- Limiting custom function payload size -- Summary -- Chapter 12: OmniStudio Performance Anti-Patterns -- Technical requirements -- DML, API, and Remote Action calls from Loop Block -- Better solutions -- Integration Procedure running after an error -- Better solutions -- Non-selective queries in DataRaptors -- Wildcards in Filter criteria -- Use of NULL values -- Use of EXCLUDES and NOT LIKE operators -- Summary -- Index -- Other Books You May Enjoy…”

Tabla de Contenidos: “…Maxwell's Equations for Time-Varying Fields -- 6-1 Faraday's Law -- 6-2 Stationary Loop in a Time-Varying Magnetic Field -- 6-3 The Ideal Transformer -- 6-4 Moving Conductor in a Static Magnetic Field -- 6-5 The Electromagnetic Generator -- 6-6 Moving Conductor in a Time-Varying Magnetic Field -- 6-7 Displacement Current -- 6-8 Boundary Conditions for Electromagnetics -- 6-9 Charge-Current Continuity Relation -- 6-10 Free-Charge Dissipation in a Conductor -- TB12 EMF Sensors -- 6-11 Electromagnetic Potentials -- Chapter 7. …”

Tabla de Contenidos: “…1.6: Electrospinning - Important Facts to RememberReferences; 2: Nature of the Electrospinning Process - Experimental Observations and Theoretical Analysis; 2.1: Experimental Setups; 2.2: Experimental Observations on Fiber Formation; 2.2.1: Droplet Formation at the Tip of the Die; 2.2.2: The Straight Path of the Jet; 2.2.3: The Looping Part of the Jet - Onset of Bending Instabilities; 2.2.4: The Deposition Process; 2.3: Theoretical Analysis of the Nature of the Electrospinning Processes; 2.3.1: Droplet Deformation and Onset of Jetting; 2.3.2: Linear Path of the Jet…”