Tabla de Contenidos: “…Intro -- Title Page -- Copyright Page -- Table of Contents -- Introduction -- About This Book -- Foolish Assumptions -- Icons Used in This Book -- Beyond the Book -- Where to Go from Here -- Book 1 Getting Started with Networking -- Chapter 1 Welcome to Networking -- Defining a Network -- Delving into Network Lingo -- Why Bother with a Network? …”

Tabla de Contenidos: “…Intro -- Title Page -- Copyright Page -- Table of Contents -- Introduction -- About This Book -- Foolish Assumptions -- Icons Used in This Book -- Beyond the Book -- Where to Go from Here -- Part 1 Getting Started with Data Science -- Chapter 1 Wrapping Your Head Around Data Science -- Seeing Who Can Make Use of Data Science -- Inspecting the Pieces of the Data Science Puzzle -- Collecting, querying, and consuming data -- Applying mathematical modeling to data science tasks -- Deriving insights from statistical methods -- Coding, coding, coding - it's just part of the game -- Applying data science to a subject area -- Communicating data insights -- Exploring Career Alternatives That Involve Data Science -- The data implementer -- The data leader -- The data entrepreneur -- Chapter 2 Tapping into Critical Aspects of Data Engineering -- Defining Big Data and the Three Vs -- Grappling with data volume -- Handling data velocity -- Dealing with data variety -- Identifying Important Data Sources -- Grasping the Differences among Data Approaches -- Defining data science -- Defining machine learning engineering -- Defining data engineering -- Comparing machine learning engineers, data scientists, and data engineers -- Storing and Processing Data for Data Science -- Storing data and doing data science directly in the cloud -- Storing big data on-premise -- Processing big data in real-time -- Part 2 Using Data Science to Extract Meaning from Your Data -- Chapter 3 Machine Learning Means . . . …”

Tabla de Contenidos: “…Intro -- Title Page -- Copyright Page -- Table of Contents -- Introduction -- About This Book -- Foolish Assumptions -- Icons Used in This Book -- Beyond the Book -- Where to Go From Here -- Book 1 Cryptocurrency Basics -- Chapter 1 What Is a Cryptocurrency? …”

Tabla de Contenidos: “…Downloading camera images with the Elements Downloader -- Importing additional photos from folders -- Navigating the Media Browser -- Using a Scanner -- Understanding image requirements -- Using scanner plug-ins (Windows) -- Scanning on the Mac -- Scanning many photos at a time -- Phoning in Your Images -- Setting Organizer Preferences -- Chapter 5 Organizing Your Pictures -- Touring the Organizer -- Organizing Groups of Images with Tags -- Creating and viewing a tag -- Adding icons to tags -- Working with custom tags -- Working with default tags -- Working with sub-categories -- Sorting photos according to tags -- Auto Generating Tags -- Working with Auto Creations -- Adding new Events -- Rating Images with Stars -- Adding Images to an Album -- Creating an album -- Using albums for temporary work -- Editing an album -- Finding out more about sharing your albums -- Adding People in the Media Browser -- Placing Pictures on Maps -- Working with Events -- Chapter 6 Viewing and Finding Your Images -- Cataloging Files -- Using the Catalog Manager -- Working with catalogs -- Backing up your catalog -- Backing up photos and files -- Switching to a Different View -- Viewing Photos in Memories (Slideshow) -- Searching for Photos -- Using Search -- Searching for untagged items -- Searching captions and notes -- Searching by history -- Searching metadata -- Searching similarities -- Grouping Files That Get in the Way -- Marking files as hidden -- Stackin' 'em up -- Creating versions -- Part 3 Selecting and Correcting Photos -- Chapter 7 Editing Camera Raw Images -- Launching the Camera Raw Editor -- Understanding Camera Raw -- Learning Raw file format attributes -- Opening images in the Camera Raw Editor -- Getting Familiar with the Raw Editor -- Getting Familiar with the Panels -- Using the Basic panel -- Sharpening and reducing noise…”

Tabla de Contenidos: “…Intro -- Title Page -- Copyright Page -- Table of Contents -- Introduction -- About This Book -- Foolish Assumptions -- Icons Used in This Book -- Beyond the Book -- Where to Go from Here -- Part 1 Understanding Financial Security -- Chapter 1 Navigating the (Bumpy) Road to Financial Independence -- Reaching for Financial Security -- Defining what you value -- Assessing where you are -- Grasping financial lingo and trends -- Trying not to avoid money -- Making use of insurance: A necessary evil -- Coping with Crises -- Everyone faces challenges, obstacles, and setbacks -- Common crisis -- Making Decisions Based on Changing Circumstances -- Chapter 2 Understanding Capitalism and Economic Downturns -- Understanding Our Economic System -- Capitalism strengths and criticism -- History of growth and downturns -- Touring Past Crises: What Happened and Why -- Why pilot training has relevance for your tour . . . -- The Panic of 1907 -- The Great Depression -- World War II -- Arab oil embargo and Watergate/Nixon's resignation -- 9/11 terrorist attacks and recession -- 2008 financial crisis -- 2020 COVID-19 Pandemic -- Mistakes Made . . . and Lessons to Carry With You -- Chapter 3 Coping with Personal Crises -- When a Crisis Comes Calling -- Losing your job or a significant source of income -- Facing a medical crisis -- Caring for elderly parents unexpectedly -- Splitting from your spouse -- Coping with the death of a spouse -- Dealing with a natural disaster -- Success Plans for Personal Crises and Life Changes -- Keeping your big picture in mind -- Considering a comprehensive checklist -- Part 2 Crisis Mode: Accessing Safety Nets and Emergency Measures -- Chapter 4 Your Safety Nets -- Taking Stock of Your Resources -- Surveying your accessible money and spending options -- Finding assistance from family -- Ensuring adequate insurance coverage…”

Tabla de Contenidos: “…Intro -- Title Page -- Copyright Page -- Table of Contents -- Introduction -- About This Book -- Foolish Assumptions -- Icons Used in This Book -- Beyond the Book -- Where to Go from Here -- Part 1 Getting Familiar with the Nonprofit Framework -- Chapter 1 Journeying into the World of Nonprofit Organizations -- What Is a Nonprofit Organization? …”

Tabla de Contenidos: “…Intro -- Title Page -- Copyright Page -- Table of Contents -- Introduction -- About This Book -- Foolish Assumptions -- Icons Used in This Book -- Beyond the Book -- Where to Go from Here -- Unit 1 Getting Started with Statistics -- Chapter 1 The Statistics of Everyday Life -- Statistics and the Media: More Questions than Answers? …”

Tabla de Contenidos: “…Intro -- Title Page -- Copyright Page -- Table of Contents -- Introduction -- About This Book -- Foolish Assumptions -- Icons Used in This Book -- Beyond the Book -- Where to Go from Here -- Part 1 Getting Started with Functional Programming -- Chapter 1 Introducing Functional Programming -- Defining Functional Programming -- Understanding its goals -- Using the pure approach -- Using the impure approach -- Considering Other Programming Paradigms -- Imperative -- Procedural -- Object-oriented -- Declarative -- Using Functional Programming to Perform Tasks -- Discovering Languages That Support Functional Programming -- Considering the pure languages -- Considering the impure languages -- Finding Functional Programming Online -- Chapter 2 Getting and Using Python -- Working with Python in This Book -- Creating better code -- Debugging functionality -- Defining why notebooks are useful -- Obtaining Your Copy of Anaconda -- Obtaining Analytics Anaconda -- Installing Anaconda on Linux -- Installing Anaconda on MacOS -- Installing Anaconda on Windows -- Understanding the Anaconda package -- Downloading the Datasets and Example Code -- Using Jupyter Notebook -- Defining the code repository -- Getting and using datasets -- Creating a Python Application -- Understanding cells -- Adding documentation cells -- Other cell content -- Running the Python Application -- Understanding the Use of Indentation -- Adding Comments -- Understanding comments -- Using comments to leave yourself reminders -- Using comments to keep code from executing -- Closing Jupyter Notebook -- Getting Help with the Python Language -- Chapter 3 Getting and Using Haskell -- Working with Haskell in This Book -- Obtaining and Installing Haskell -- Installing Haskell on a Linux system -- Installing Haskell on a Mac system -- Installing Haskell on a Windows system…”

Tabla de Contenidos: “…Intro -- Title Page -- Copyright Page -- Table of Contents -- Introduction -- About This Book -- Foolish Assumptions -- Conventions Used in This Book -- What You Don't Have to Read -- How This Book Is Organized -- Book 1: SQL Concepts -- Book 2: Relational Database Development -- Book 3: SQL Queries -- Book 4: Data Security -- Book 5: SQL and Programming -- Book 6: SQL and XML -- Book 7: Database Tuning Overview -- Book 8: Appendices -- Icons Used in This Book -- Where to Go from Here -- Book 1 SQL Concepts -- Chapter 1 Understanding Relational Databases -- Understanding Why Today's Databases Are Better than Early Databases -- Irreducible complexity -- Managing data with complicated programs -- Managing data with simple programs -- Which type of organization is better? …”

Tabla de Contenidos: “…Intro -- Title Page -- Copyright Page -- Table of Contents -- Introduction -- About This Book -- Foolish Assumptions -- Icons Used in This Book -- Beyond the Book -- Where to Go from Here -- Part 1 Getting Started with Data Science and Python -- Chapter 1 Discovering the Match between Data Science and Python -- Defining the Sexiest Job of the 21st Century -- Considering the emergence of data science -- Outlining the core competencies of a data scientist -- Linking data science, big data, and AI -- Understanding the role of programming -- Creating the Data Science Pipeline -- Preparing the data -- Performing exploratory data analysis -- Learning from data -- Visualizing -- Obtaining insights and data products -- Understanding Python's Role in Data Science -- Considering the shifting profile of data scientists -- Working with a multipurpose, simple, and efficient language -- Learning to Use Python Fast -- Loading data -- Training a model -- Viewing a result -- Chapter 2 Introducing Python's Capabilities and Wonders -- Why Python? …”

Tabla de Contenidos: “…Intro -- Title Page -- Copyright Page -- Table of Contents -- Introduction -- About This Book -- Foolish Assumptions -- Icons Used in This Book -- Beyond the Book -- Where to Go from Here -- Part 1 Getting Started with Personal Finance -- Chapter 1 Improving Your Financial Literacy -- Talking Money at Home -- Identifying Unreliable Sources of Information -- Understanding the dangers of free financial content online -- Recognizing fake financial gurus -- Publishers pandering to advertisers -- Jumping over Real and Imaginary Hurdles to Financial Success -- Discovering what (or who) is holding you back -- Developing good financial habits -- Chapter 2 Measuring Your Financial Health -- Avoiding Common Money Mistakes -- Determining Your Financial Net Worth -- Adding up your financial assets -- Subtracting your financial liabilities -- Crunching your numbers -- Interpreting your net worth results -- Examining Your Credit Score and Reports -- Understanding what your credit data includes and means -- Obtaining your credit reports and score -- Improving your credit reports and score -- Getting credit report errors corrected -- Knowing the Difference between Bad Debt and Good Debt -- Consuming your way to bad debt -- Recognizing bad debt overload -- Assessing good debt: Can you get too much? …”

Tabla de Contenidos: “…Intro -- Title Page -- Copyright Page -- Table of Contents -- Introduction -- About This Book -- Foolish Assumptions -- Icons Used in This Book -- Beyond the Book -- Where to Go from Here -- Part 1 Discovering Deep Learning -- Chapter 1 Introducing Deep Learning -- Defining What Deep Learning Means -- Starting from Artificial Intelligence -- Considering the role of AI -- Focusing on machine learning -- Moving from machine learning to deep learning -- Using Deep Learning in the Real World -- Understanding the concept of learning -- Performing deep learning tasks -- Employing deep learning in applications -- Considering the Deep Learning Programming Environment -- Overcoming Deep Learning Hype -- Discovering the start-up ecosystem -- Knowing when not to use deep learning -- Chapter 2 Introducing the Machine Learning Principles -- Defining Machine Learning -- Understanding how machine learning works -- Understanding that it's pure math -- Learning by different strategies -- Training, validating, and testing data -- Looking for generalization -- Getting to know the limits of bias -- Keeping model complexity in mind -- Considering the Many Different Roads to Learning -- Understanding there is no free lunch -- Discovering the five main approaches -- Delving into some different approaches -- Awaiting the next breakthrough -- Pondering the True Uses of Machine Learning -- Understanding machine learning benefits -- Discovering machine learning limits -- Chapter 3 Getting and Using Python -- Working with Python in this Book -- Obtaining Your Copy of Anaconda -- Getting Continuum Analytics Anaconda -- Installing Anaconda on Linux -- Installing Anaconda on MacOS -- Installing Anaconda on Windows -- Downloading the Datasets and Example Code -- Using Jupyter Notebook -- Defining the code repository -- Getting and using datasets -- Creating the Application…”

Tabla de Contenidos: “…Intro -- Title Page -- Copyright Page -- Table of Contents -- Foreword -- Introduction -- About This Book -- Foolish Assumptions -- How This Book Is Organized -- Icons Used In This Book -- Beyond The Book -- Where To Go From Here -- Part 1: Optimizing Your Data Science Investment -- Chapter 1: Framing Data Science Strategy -- Establishing the Data Science Narrative -- Capture -- Maintain -- Process -- Analyze -- Communicate -- Actuate -- Sorting Out the Concept of a Data-driven Organization -- Approaching data-driven -- Being data obsessed -- Sorting Out the Concept of Machine Learning -- Defining and Scoping a Data Science Strategy -- Objectives -- Approach -- Choices -- Data -- Legal -- Ethics -- Competence -- Infrastructure -- Governance and security -- Commercial/business models -- Measurements -- Chapter 2: Considering the Inherent Complexity in Data Science -- Diagnosing Complexity in Data Science -- Recognizing Complexity as a Potential -- Enrolling in Data Science Pitfalls 101 -- Believing that all data is needed -- Thinking that investing in a data lake will solve all your problems -- Focusing on AI when analytics is enough -- Believing in the 1-tool approach -- Investing only in certain areas -- Leveraging the infrastructure for reporting rather than exploration -- Underestimating the need for skilled data scientists -- `Navigating the Complexity -- Chapter 3: Dealing with Difficult Challenges -- Getting Data from There to Here -- Handling dependencies on data owned by others -- Managing data transfer and computation across-country borders -- Managing Data Consistency Across the Data Science Environment -- Securing Explainability in AI -- Dealing with the Difference between Machine Learning and Traditional Software Programming -- Managing the Rapid AI Technology Evolution and Lack of Standardization…”

Tabla de Contenidos: “…Intro -- Title Page -- Copyright Page -- Table of Contents -- Introduction -- About This Book -- Foolish Assumptions -- Icons Used in This Book -- Beyond the Book -- Where to Go from Here -- Part I Fathoming the Fundamentals of Electronics -- Chapter 1 Introducing You to Electronics -- Just What Is Electronics? …”

Tabla de Contenidos: “…Intro -- Title Page -- Copyright Page -- Table of Contents -- Introduction -- About This Book -- Foolish Assumptions -- Icons Used in This Book -- Beyond the Book -- Where to Go from Here -- 1 Cybersecurity Basics -- Chapter 1 What Exactly Is Cybersecurity? …”

Tabla de Contenidos: “…Intro -- Title Page -- Copyright Page -- Table of Contents -- Introduction -- About This Book -- Foolish Assumptions -- Icons Used in This Book -- Beyond the Book -- Where to Go from Here -- Part 1 Been to Any Good Meetings or Events Lately? …”

Tabla de Contenidos: “…Intro -- Title Page -- Copyright Page -- Table of Contents -- Introduction -- Entrepreneurship Has Changed -- About This Book -- Foolish Assumptions -- Icons Used in This Book -- How This Book Is Organized -- Where to Go from Here -- Part 1 Getting Started in Entrepreneurship -- Chapter 1 Understanding Entrepreneurship -- Anyone Can Become an Entrepreneur -- Recognizing an Entrepreneurial Venture -- Understanding the Entrepreneurial Ecosystem -- Distinguishing Entrepreneurial Ventures from Small Businesses and Why That Matters -- Considering the Many Ways to Be an Entrepreneur -- The home-based entrepreneur -- The Internet entrepreneur -- The serial entrepreneur -- The gig economy entrepreneur -- The traditional entrepreneur -- The corporate entrepreneur -- Considering Your Personal Goals -- Why do you want to start a business? …”

Tabla de Contenidos: “…Intro -- Title Page -- Copyright Page -- Table of Contents -- Introduction -- About This All-in-One -- Book 1: Introducing R -- Book 2: Describing Data -- Book 3: Analyzing Data -- Book 4: Learning from Data -- Book 5: Harnessing R: Some Projects to Keep You Busy -- What You Can Safely Skip -- Foolish Assumptions -- Icons Used in This Book -- Beyond This Book -- Where to Go from Here -- 1 Introducing R -- Chapter 1 R: What It Does and How It Does It -- The Statistical (and Related) Ideas You Just Have to Know -- Samples and populations -- Variables: Dependent and independent -- Types of data -- A little probability -- Inferential statistics: Testing hypotheses -- Null and alternative hypotheses -- Two types of error -- Getting R -- Getting RStudio -- A Session with R -- The working directory -- Getting started -- R Functions -- User-Defined Functions -- Comments -- R Structures -- Vectors -- Numerical vectors -- Matrices -- Lists -- Data frames -- for Loops and if Statements -- Chapter 2 Working with Packages, Importing, and Exporting -- Installing Packages -- Examining Data -- Heads and tails -- Missing data -- Subsets -- R Formulas -- More Packages -- Exploring the tidyverse -- Importing and Exporting -- Spreadsheets -- CSV files -- Text files -- 2 Describing Data -- Chapter 1 Getting Graphic -- Finding Patterns -- Graphing a distribution -- Bar-hopping -- Slicing the pie -- The plot of scatter -- Of boxes and whiskers -- Doing the Basics: Base R Graphics, That Is -- Histograms -- Graph features -- Bar plots -- Pie graphs -- Dot charts -- Bar plots revisited -- Scatter plots -- A plot twist -- Scatter plot matrix -- Box plots -- Kicking It Up a Notch to ggplot2 -- Histograms -- Bar plots -- Dot charts -- Bar plots re-revisited -- Scatter plots -- About that plot twist . . . -- Scatter plot matrix -- Box plots -- Putting a Bow On It…”

Tabla de Contenidos: “…Intro -- Title Page -- Copyright Page -- Table of Contents -- Foreword -- Introduction -- About This Book -- How to Use This Book -- Icons Used in This Book -- Beyond the Book -- Where to Go from Here -- Part 1 Getting Your Game On -- Chapter 1 Welcome to the World of Twitch -- Creating a Twitch Account -- Press X to begin: The basics -- "New Twitch, who dis?"…”

Tabla de Contenidos: “…Intro -- Title Page -- Copyright Page -- Table of Contents -- Introduction -- About This Book -- Foolish Assumptions -- Icons Used in This Book -- Beyond the Book -- Where to Go from Here -- Part 1 Understanding the Fundamentals of Costs -- Chapter 1 So You Want to Know about Cost Accounting -- Comparing Accounting Methods -- Considering your shareholders -- Mulling over creditors -- Addressing concerns of regulators -- Using management accounting -- Fitting in cost accounting -- Using Cost Accounting to Your Advantage -- Starting with cost-benefit analysis -- Planning your work: Budgeting -- Controlling your costs -- Setting a price -- Improving going forward -- Chapter 2 Brushing Up on Cost Accounting Basics -- Understanding the Big Four Terms -- Comparing direct and indirect costs -- Mulling over fixed and variable costs -- Fitting the costs together -- Covering Costs in Different Industries -- Reviewing manufacturing costs -- Considering costs for retailers -- Adding up costs for e-commerce firms -- Finding costs most companies incur -- Why Are You Spending? …”