Tabla de Contenidos: “…Chapter 10 Discovering Graph Secrets -- Envisioning Social Networks as Graphs -- Clustering networks in groups -- Discovering communities -- Navigating a Graph -- Counting the degrees of separation -- Walking a graph randomly -- Chapter 11 Getting the Right Web page -- Finding the World in a Search Engine -- Searching the Internet for data -- Considering how to find the right data -- Explaining the PageRank Algorithm -- Understanding the reasoning behind the PageRank algorithm -- Explaining the nuts and bolts of PageRank -- Implementing PageRank -- Implementing a Python script -- Struggling with a naive implementation -- Introducing boredom and teleporting -- Looking inside the life of a search engine -- Considering other uses of PageRank -- Going Beyond the PageRank Paradigm -- Introducing semantic queries -- Using AI for ranking search results -- Part 4 Wrangling Big Data -- Chapter 12 Managing Big Data -- Transforming Power into Data -- Understanding Moore's implications -- Finding data everywhere -- Getting algorithms into business -- Streaming Flows of Data -- Analyzing streams with the right recipe -- Reserving the right data -- Sketching an Answer from Stream Data -- Filtering stream elements by heart -- Demonstrating the Bloom filter -- Finding the number of distinct elements -- Learning to count objects in a stream -- Chapter 13 Parallelizing Operations -- Managing Immense Amounts of Data -- Understanding the parallel paradigm -- Distributing files and operations -- Employing the MapReduce solution -- Working Out Algorithms for MapReduce -- Setting up a MapReduce simulation -- Inquiring by mapping -- Chapter 14 Compressing and Concealing Data -- Making Data Smaller -- Understanding encoding -- Considering the effects of compression -- Choosing a particular kind of compression -- Choosing your encoding wisely…”

Tabla de Contenidos: “…-- How can you optimize a loop for processing a large amount of data in C#? -- What is "yield return" in C# and when can it be useful? …”

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 Deciding to Buy a Business -- Chapter 1 Preparing to Buy a Business -- Figuring Your Financial Fitness -- Assess your financial position and goals -- Measuring your net worth -- Telling good debt from bad debt -- Reducing debt -- Buying insurance -- Planning for the long term -- Shrink your spending -- Build up your cash reserves -- Stabilize income with part time work -- Assessing and Replacing Benefits -- Retirement savings plans and pensions -- Health insurance -- Disability insurance -- Life insurance -- Dental, vision, and other insurance -- Social Security taxes -- Time off -- Understanding Your Time and Financial Commitments to Buy -- Stepping Toward Buying a Business -- Enlisting Help from Top-Notch Professionals -- Start with free/low-cost industry resources -- Finding and interviewing reputable professionals -- Estimating the Cost of Your Search and Business Acquisition -- Calculating a down payment amount -- Tallying search expenses -- Finding funding -- Chapter 2 Is Buying a Business for You? …”

Tabla de Contenidos: “…-- n-gram models -- Hidden Markov models (HMMs) -- Recurrent neural networks (RNNs) -- How LLMs stand out -- Motivations for developing and using LLMs -- Improved performance -- Broad generalization -- Few-shot learning -- Understanding complex contexts -- Multilingual capabilities -- Human-like text generation -- Challenges in developing LLMs -- Amounts of data -- Computational resources -- Risk of bias -- Model robustness -- Interpretability and debugging -- Environmental impact -- Different types of LLMs -- Transformer models -- Example designs of state-of-the-art LLMs -- GPT-3.5 and ChatGPT -- LM pretraining -- Training the reward model -- How to fine-tune the model using reinforcement learning -- GPT-4 -- LLaMA -- PaLM -- Open-source tools for RLHF -- Summary -- References -- Chapter 8: Accessing the Power of Large Language Models: Advanced Setup and Integration with RAG -- Technical requirements -- Setting up an LLM application - API-based closed source models -- Choosing a remote LLM provider -- Prompt engineering and priming GPT -- Experimenting with OpenAI's GPT model -- Setting up an LLM application - local open source models -- About the different aspects that distinguish between open source and closed source -- Hugging Face's hub of models -- Employing LLMs from Hugging Face via Python -- Exploring advanced system design - RAG and LangChain -- LangChain's design concepts -- Data sources…”

Tabla de Contenidos: “…Airflow in practice -- 11 Best practices -- 11.1 Writing clean DAGs -- 11.1.1 Use style conventions -- 11.1.2 Manage credentials centrally -- 11.1.3 Specify configuration details consistently -- 11.1.4 Avoid doing any computation in your DAG definition -- 11.1.5 Use factories to generate common patterns -- 11.1.6 Group related tasks using task groups -- 11.1.7 Create new DAGs for big changes -- 11.2 Designing reproducible tasks -- 11.2.1 Always require tasks to be idempotent -- 11.2.2 Task results should be deterministic -- 11.2.3 Design tasks using functional paradigms -- 11.3 Handling data efficiently -- 11.3.1 Limit the amount of data being processed -- 11.3.2 Incremental loading/processing -- 11.3.3 Cache intermediate data -- 11.3.4 Don't store data on local file systems -- 11.3.5 Offload work to external/source systems -- 11.4 Managing your resources -- 11.4.1 Managing concurrency using pools -- 11.4.2 Detecting long-running tasks using SLAs and alerts -- Summary -- 12 Operating Airflow in production -- 12.1 Airflow architectures -- 12.1.1 Which executor is right for me? …”

Tabla de Contenidos: “….) -- 4.1.3 Nuclear Radiation (Reactors or Close and Near-By Areas) -- 4.1.4 Abrasive or Poisonous Environments -- 4.1.5 Presence of Explosive Substances or Gases -- 4.1.6 Rotating or Moving Parts -- 4.2 Industrial Sensor Characteristics -- 4.2.1 Passive Wireless Sensors -- 4.2.2 Low-Cost Sensor Solution Research -- 4.2.3 Soft Sensor Computational Trust -- 4.3 Bandwidth Optimization for Maintenance -- 4.3.1 Reduced Data Amount and Key Process Indicators (KPI) -- 4.3.2 Advanced Modulation Schemes -- 4.3.3 EM Wave Polarization Diversity -- 4.4 Wireless Communication in Challenging Environments -- 4.4.1 Design Methodology Basis -- 4.4.2 Requirement and Challenge Identification -- 4.4.3 Channel Measurement -- 4.4.4 Interference Detection and Characterization -- 4.4.5 PHY Design/Selection and Implementation -- 4.4.5.1 Single/multi carrier -- 4.4.5.2 High performance/low power…”

Tabla de Contenidos: “…1.6.12 Challenges Related to Energy Harvesting Techniques -- 1.6.13 Generic Energy Generator -- 1.6.14 Hybrid Energy Sources -- 1.6.15 Cooperation Among Different Energy Sources -- 1.6.16 Energy Storage -- 1.6.17 Intelligent Prediction Model for Amount of Harvested Energy -- 1.6.18 Focus on Energy Generator for Underwater and Underground Applications -- 1.7 Conclusion -- References -- Chapter 2 Self-Powered Wireless Sensor Networks in Cyber Physical System -- 2.1 Introduction -- 2.2 Wireless Sensor Networks in CPS -- 2.3 Architecture of WSNs with Energy Harvesting -- 2.4 Energy Harvesting for WSN -- 2.5 Energy Harvesting Due to Mechanical Vibrations -- 2.6 Piezoelectric Generators -- 2.7 Piezoelectric Materials -- 2.8 Types of Piezoelectric Structures -- 2.8.1 Nanogenerators -- 2.8.2 Piezoelectric Nanogenerators -- 2.8.3 Triboelectric Nanogenerators -- 2.8.4 Pyroelectric Nanogenerators -- 2.8.5 Thermoelectric Nanogenerator -- 2.9 Hybridized Nanogenerators for Energy Harvesting -- 2.10 Conclusion -- References -- Chapter 3 The Emergence of Cyber-Physical System in the Context of Self-Powered Soft Robotics -- 3.1 Introduction -- 3.2 Actuators and Its Types -- 3.2.1 Nature of Actuation -- 3.2.1.1 Actuators Based on Thermal Materials -- 3.2.1.2 Actuators Based on Pressure -- 3.2.1.3 Actuators Based on Photo Responsivity -- 3.2.1.4 Actuators Based on Explosive Function -- 3.2.1.5 Electric Actuation Methods -- 3.3 Soft Actuator Electrodes -- 3.4 Sensors -- 3.5 Soft Robotic Structures and Control Methods -- 3.6 Soft Robot Applications -- 3.7 Future Scope -- 3.8 Conclusion -- References -- Chapter 4 Dynamic Butterfly Optimization Algorithm-Based Task Scheduling for Minimizing Energy Consumption in Distributed Green Data Centers -- 4.1 Introduction -- 4.2 Related Work -- 4.2.1 Green Data Centers -- 4.2.2 Energy-Aware Task Scheduling…”

Tabla de Contenidos: “…Working with Python Operators -- Arithmetic operators -- Comparison operators -- Boolean operators -- Creating and Using Variables -- Creating valid variable names -- Creating variables in code -- Manipulating variables -- Saving your work -- Running your Python app in VS Code -- Understanding What Syntax Is and Why It Matters -- Putting Code Together -- Book 2 Understanding Python Building Blocks -- Chapter 1 Working with Numbers, Text, and Dates -- Calculating Numbers with Functions -- Still More Math Functions -- Formatting Numbers -- Formatting with f-strings -- Showing dollar amounts -- Formatting percent numbers -- Making multiline format strings -- Formatting width and alignment -- Grappling with Weirder Numbers -- Binary, octal, and hexadecimal numbers -- Complex numbers -- Manipulating Strings -- Concatenating strings -- Getting the length of a string -- Working with common string operators -- Manipulating strings with methods -- Uncovering Dates and Times -- Working with dates -- Working with times -- Calculating timespans -- Accounting for Time Zones -- Working with Time Zones -- Chapter 2 Controlling the Action -- Main Operators for Controlling the Action -- Making Decisions with if -- Adding else to your if logic -- Handling multiple else statements with elif -- Ternary operations -- Repeating a Process with for -- Looping through numbers in a range -- Looping through a string -- Looping through a list -- Bailing out of a loop -- Looping with continue -- Nesting loops -- Looping with while -- Starting while loops over with continue -- Breaking while loops with break -- Chapter 3 Speeding Along with Lists and Tuples -- Defining and Using Lists -- Referencing list items by position -- Looping through a list -- Seeing whether a list contains an item -- Getting the length of a list -- Adding an item to the end of a list…”

Tabla de Contenidos: “…Finding books and publications -- Consulting a real live person -- Going online for info -- Going online for advice -- Chapter 14 Taking Reasonable Investment Risks -- Defining Some Investment Basics -- Playing debt instruments and making equity investments -- Taking a dip in the mutual fund pool -- Watching the return of the mummy . . . er . . . money -- Diversifying for fun and safety -- Staying In It to Win It -- Seizing the opportunity of a downturn -- Buying more when prices are low -- Classifying Different Types of Risk -- Losing more than you can stand -- Losing your entire investment -- Owning too much company stock -- Not having enough money to live on during your retirement -- Understanding the Risk-Reward Relationship -- Deciding How Much Risk You Can Stand -- Part 5 Money In, Money Out -- Chapter 15 Making Contributions -- Checking Out How Much You Can Contribute -- Gauging the limits of the law -- Seeing what Uncle Sam allows (he's extra generous if you're 50 or older) -- Paying attention to the percent-of-pay limit -- Heeding limits on your personal IRA -- Maxing Out Matching Contributions -- Timing Is Everything -- Spreading out your 401(k) contributions -- Spreading out your IRA contributions - or not -- Chapter 16 Withdrawing Money Before You Retire -- Taking Money from Your IRA -- Accessing Your 401(k) Plan Money While Working -- Facing Hardship with Your 401(k) at Your Side -- Defining a hardship -- Determining the amount -- Calculating the tax you owe -- Dipping into Your 401(k) Money to Buy Your First Home -- Both a Borrower and a Lender Be -- Giving one good reason . . . -- Figuring out how much you can borrow -- Determining how much interest you pay -- Paying the piper: Repayment rules -- To Loan or Not to Loan (To Yourself, That Is) -- Weighing a Hardship Withdrawal versus a Loan -- Saying No to Yourself…”

Tabla de Contenidos: “…The Download Bank Statement button -- The 1-Line check box -- The Sort By list -- Using the Edit Menu Commands -- Reconciling the Bank Account -- Reviewing the Other Banking Commands -- Order Checks &amp -- Envelopes command -- Enter Credit Card Charges command -- Bank Feeds command -- Loan Manager command -- Other Names list -- Chapter 5 Paying Employees -- Setting Up Payroll -- Signing up for a payroll service -- Setting up employees -- Providing payroll and tax information -- Providing other employment-related information -- Setting up year-to-date amounts -- Checking your payroll setup data -- Scheduling Payroll Runs -- Paying Employees -- Editing and Voiding Paychecks -- Paying Payroll Liabilities -- 4 Accounting Chores -- Chapter 1 For Accountants Only -- Working with QuickBooks Journal Entries -- Recording a journal entry -- Reversing a journal entry -- Editing journal entries -- Updating Company Information -- Working with Memorized Transactions -- Reviewing the Accountant and Taxes Reports -- Creating an Accountant's Copy of the QuickBooks Data File -- Creating an accountant's copy -- Handling the accountant's copy manually -- Sending the accountant's copy electronically -- Using an accountant's copy -- Reusing an accountant's copy -- Exporting client changes -- Importing accountant's changes -- Canceling accountant's changes -- Troubleshooting accountant's copy transfers -- Using the Client Data Review Commands -- Chapter 2 Preparing Financial Statements and Reports -- Some Wise Words Up Front -- Producing a Report -- Working with the Report Window -- Working with Report window buttons -- Customize Report -- Comment on Report -- Share Template -- Memorize -- Print -- E-mail -- Excel -- Hide Header -- Collapse -- Refresh -- Using the Report window controls -- Dates, From, and To -- Show Columns -- Sort By -- Report Basis…”

Tabla de Contenidos: “…Make It Easy to Donate -- 4. Suggest Gift Amounts -- 5. Optimize Your Presence -- Conclusion -- Do's and Don'ts -- About the Expert -- Resource Review -- Chapter 16 Fundraising with Email -- Introduction -- Critical Skills and Competencies -- 1. …”

Tabla de Contenidos: “…. -- You get overwhelmed easily -- You're organized -- You have a lot of debt -- Chapter 7 Tips for Creating a New Budget -- Determining Your Budget Categories -- Planning ahead for the month -- Reflecting on fixed and variable spending -- Compiling a list of budget categories -- Using the Right Tools -- Tracking your money with budgeting software -- Looking at budgeting apps -- Picking the right app for you -- Taking the DIY approach -- Taking advantage of your accounts' resources -- Practicing Makes Perfect -- Revisit your budget -- Create a cash buffer -- Look for ways to make your system easier to follow -- Part 3 Taking Care of Your Priorities -- Chapter 8 Establishing an Emergency Fund -- Understanding Why You Need an Emergency Fund -- Finding the Right Place to Stash Your Cash -- Hitting up high-yield saving accounts -- Mulling money market accounts -- Reviewing a Roth IRA -- Recognizing the importance of a separate emergency fund account -- Building an Emergency Fund from Scratch -- Decide your target amount to save -- First option: 1,000 -- Second option: 10,000 -- Third option: Three to six months of living expenses…”

Tabla de Contenidos: “…-- How I Approach Design -- Determining the General Settings -- Choosing Fonts for a Cohesive Feel -- Font properties -- Oversized typography -- Choose fonts for your website -- Choosing Colors Effectively -- Pick a color palette -- Rules for using color -- Color no-nos -- HEX and RGBA colors -- Your brand's HEX colors -- HEX colors explained -- Shorthand HEX colors -- Semi-transparency with RGBA -- Styling Rows, Columns, and Modules -- Style your rows -- Padding rows with whitespace -- Fixed content and full-width content considerations -- Style your columns -- Style your modules -- Using Whitespace -- Whitespace helps readability -- Whitespace exudes professionalism and clean design -- Whitespace leads to increased comprehension -- Whitespace helps reduce bounce rate and increase engagement rate -- Add the right amount of whitespace -- Chapter 11 Generating Leads from Your Website -- Understanding and Using Forms -- How many forms should you include? …”

Tabla de Contenidos: “…-- Saving images as DNG -- Lossy DNG -- DNG Converter -- 3 Sharpening and noise reduction -- When to sharpen -- Why one-step sharpening is ineffective -- Capture sharpening -- Capture sharpening for scanned images -- Process versions and Camera Raw sharpening -- Tailored sharpening -- Sample sharpening image -- Detail panel -- Sharpening defaults -- The sharpening effect sliders -- Amount slider -- Radius slider -- Detail slider…”

Tabla de Contenidos: “…-- "What is pagination in UITableView, and how would you implement it to efficiently load and display large amounts of data while maintaining good performance and user experience?" …”

Tabla de Contenidos: “…Additional resources -- Chapter 6: Go Packages and Functions -- Go packages -- About go get and go install -- Functions -- Anonymous functions -- Functions that return multiple values -- The return values of a function can be named -- Functions that accept other functions as parameters -- Functions can return other functions -- Variadic functions -- The defer keyword -- Big O complexity -- Developing your own packages -- The init() function -- Order of execution -- Using GitHub to store Go packages -- A package for working with SQLite -- Working with SQLite3 and Go -- Storing the Go package -- The design of the Go package -- The implementation of the Go package -- Testing the Go package -- Modules -- Creating better packages -- Generating documentation -- Workspaces -- Versioning utilities -- Summary -- Exercises -- Additional resources -- Chapter 7: Telling a UNIX System What to Do -- stdin, stdout, and stderr -- UNIX processes -- File I/O -- The io.Reader and io.Writer interfaces -- Using and misusing io.Reader and io.Writer -- Buffered and unbuffered file I/O -- Reading text files -- Reading a text file line by line -- Reading a text file word by word -- Reading a text file character by character -- Reading from /dev/random -- Reading a specific amount of data from a file -- Writing to a file -- Working with JSON -- Using Marshal() and Unmarshal() -- Structures and JSON -- Reading and writing JSON data as streams -- Pretty printing JSON records -- The viper package -- Using command line flags -- Reading JSON configuration files -- The cobra package -- A utility with three commands -- Adding command line flags -- Creating command aliases -- Creating subcommands -- Important Go features -- Embedding files -- ReadDir and DirEntry -- The io/fs package -- Updating the statistics application -- The slog package -- Sending logs to io.Discard…”

Tabla de Contenidos: “…Creating valid variable names -- Creating variables in code -- Manipulating variables -- Saving your work -- Running your Python app in VS Code -- Understanding What Syntax Is and Why It Matters -- Book 2 Understanding Python Building Blocks -- Chapter 1 Working with Numbers, Text, and Dates -- Calculating Numbers with Functions -- Still More Math Functions -- Formatting Numbers -- Formatting with f-strings -- Showing dollar amounts -- Formatting percent numbers -- Making multiline format strings -- Formatting width and alignment -- Grappling with Weirder Numbers -- Binary, octal, and hexadecimal numbers -- Complex numbers -- Manipulating Strings -- Concatenating strings -- Getting the length of a string -- Working with common string operators -- Manipulating strings with methods -- Uncovering Dates and Times -- Working with dates -- Working with times -- Calculating timespans -- Accounting for Time Zones -- Working with Time Zones -- Chapter 2 Controlling the Action -- Main Operators for Controlling the Action -- Making Decisions with if -- Adding else to your if logic -- Handling multiple else statements with elif -- Ternary operations -- Repeating a Process with for -- Looping through numbers in a range -- Looping through a string -- Looping through a list -- Bailing out of a loop -- Looping with continue -- Nesting loops -- Looping with while -- Starting while loops over with continue -- Breaking while loops with break -- Chapter 3 Speeding Along with Lists and Tuples -- Defining and Using Lists -- Referencing list items by position -- Looping through a list -- Seeing whether a list contains an item -- Getting the length of a list -- Adding an item to the end of a list -- Inserting an item into a list -- Changing an item in a list -- Combining lists -- Removing list items -- Clearing out a list -- Counting how many times an item appears in a list…”

Tabla de Contenidos: “…The Edit Transaction button -- The QuickReport button -- The Download Bank Statement button -- The 1-Line checkbox -- The Sort By list -- Using the Edit Menu Commands -- Reconciling the Bank Account -- Reviewing the Other Banking Commands -- Order Checks &amp -- Envelopes command -- Enter Credit Card Charges command -- Bank Feeds command -- Loan Manager command -- Other Names list -- Chapter 5 Paying Employees -- Setting Up Payroll -- Signing up for a payroll service -- Setting up employees -- Providing payroll and tax information -- Providing other employment-related information -- Setting up year-to-date amounts -- Checking your payroll setup data -- Scheduling Payroll Runs -- Paying Employees -- Editing and Voiding Paychecks -- Paying Payroll Liabilities -- Book 4 Accounting Chores -- Chapter 1 For Accountants Only -- Working with QuickBooks Journal Entries -- Recording a journal entry -- Reversing a journal entry -- Editing journal entries -- Updating Company Information -- Working with Memorized Transactions -- Reviewing the Accountant and Taxes Reports -- Creating an Accountant's Copy of the QuickBooks Data File -- Creating an accountant's copy -- Handling the accountant's copy manually -- Sending the accountant's copy electronically -- Using an accountant's copy -- Reusing an accountant's copy -- Exporting client changes -- Importing accountant's changes -- Canceling accountant's changes -- Troubleshooting accountant's copy transfers -- Using the Client Data Review Commands -- Chapter 2 Preparing Financial Statements and Reports -- Some Wise Words Up Front -- Producing a Report -- Working with the Report Window -- Working with Report window buttons -- Customize Report -- Comment on Report -- Share Template -- Memorize -- Print -- E-mail -- Excel -- Hide Header -- Collapse -- Refresh -- Using the Report window controls -- Dates, From, and To…”

Tabla de Contenidos: “…Cover -- Title Page -- Copyright Page -- Preface -- Acknowledgments -- Brief Contents -- Contents -- Chapter 1 Getting Started -- 1.1 INTRODUCTION TO JAVA -- Origins of the Java Language -- Objects and Methods -- Applets -- A Sample Java Application Program -- Byte-Code and the Java Virtual Machine -- Class Loader -- Compiling a Java Program or Class -- Running a Java Program -- TIP: Error Messages -- 1.2 EXPRESSIONS AND ASSIGNMENT STATEMENTS -- Identifiers -- Variables -- Assignment Statements -- TIP: Initialize Variables -- More Assignment Statements -- Assignment Compatibility -- Constants -- Arithmetic Operators and Expressions -- Parentheses and Precedence Rules -- Integer and Floating-Point Division -- PITFALL: Round-Off Errors in Floating-Point Numbers -- PITFALL: Division with Whole Numbers -- Type Casting -- Increment and Decrement Operators -- 1.3 THE CLASS STRING -- String Constants and Variables -- Concatenation of Strings -- Classes -- String Methods -- Escape Sequences -- String Processing -- The Unicode Character Set -- 1.4 PROGRAM STYLE -- Naming Constants -- Java Spelling Conventions -- Comments -- Indenting -- Chapter Summary -- Answers to Self-Test Exercises -- Programming Projects -- Chapter 2 Console Input and Output -- 2.1 SCREEN OUTPUT -- System.out.println -- TIP: Different Approaches to Formatting Output -- Formatting Output with printf -- TIP: Formatting Monetary Amounts with printf -- TIP: Legacy Code -- Money Formats Using NumberFormat -- Importing Packages and Classes -- The DecimalFormat Class -- 2.2 CONSOLE INPUT USING THE SCANNER CLASS -- The Scanner Class -- PITFALL: Dealing with the Line Terminator, '\n' -- The Empty String -- TIP: Prompt for Input -- TIP: Echo Input -- Example: Self-Service Checkout -- Other Input Delimiters -- 2.3 INTRODUCTION TO FILE INPUT -- The Scanner Class for Text File Input…”

Tabla de Contenidos: “…II.Las plazas Livorno: piazza del Duomo Madrid: la plaza Mayor París: la plaza de los Vosgos Roma: la piazza Navona Rennes: la plaza del Palacio y la plaza del Hótel-de-Ville París: la plaza Vendóme Burdeos: la plaza de la Bolsa y la plaza de los Quinconces Catania: la piazza Dante Turín: la piazza San Cario Nancy: plaza Estanislao Copenhague: la plaza Amaliemburgo París: plaza de la Concordia Terracina Lisboa: la praga do Commercio 8. …”