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The Complete AI Engineer - Volume 1: Foundations & Classical Machine Learning: Python Internals, Mathematical Rigor & Classical Machine Learning from Scratch
English | October 13, 2026 | ASIN: B0HLXVGTNX | 660 pages | Epub | 6.44 MB
Master the Mathematical & Computational Bedrock of Artificial IntelligenceBefore you can train frontier foundation models or architect industrial AI infrastructure, you must master the fundamental forces of computation, linear algebra, and statistical learning. Volume 1 of The Complete AI Engineer delivers the uncompromising, first-principles curriculum demanded of world-class AI engineers.Every algebraic derivation, matrix factorization, and algorithm trace is written in full directly on the page. No hand-waving. No hidden libraries. Just raw, foundational mastery.What You Will Master in Volume 1:Part 0: The AI Operating System — CPython object memory allocation, reference counting, GIL mechanics, NumPy strided memory layouts, and high-performance Polars/Arrow data lakehouses.Part 1: Mathematics for AI Engineers — Geometric SVD, Autograd vector-Jacobian products (VJPs), Bayesian loss bridges, Shannon entropy, and KKT duality constrained optimization.Part 2: Classical Machine Learning from Scratch — Closed-form OLS normal equations, Newton-Raphson logistic regression, gradient boosted decision trees (XGBoost & CatBoost), soft-margin SVMs, and UMAP manifold projection.Structuring ML Projects — Avoidable bias, Bayes optimal error, and quantitative error analysis spreadsheets.Reinforcement Learning & Time Series — Bellman equations, deep Q-networks, DeepAR probabilistic forecasting, and Google Temporal Fusion Transformers.3 Production Capstones & 30+ Solved FAANG Interview Proofs with full step-by-step mathematical solutions. Whether you are a software engineer transitioning into AI or an experienced researcher demanding complete mathematical rigor, Volume 1 is your definitive blueprint.

The Cognitive Exoskeleton: Beyond Prompt Engineering: How to Partner with AI for High-Level Thinking
English | October 9, 2026 | ASIN: B0HL8PKLWT | 31 Pages | Epub | 223.99 KB
Stop using AI as a basic search engine or a glorified spellchecker. It is time to upgrade to a true Cognitive Exoskeleton.The Cognitive Exoskeleton shifts your perspective from basic "prompt engineering" to building a dynamic, high-level thinking partnership with artificial intelligence. Instead of relying on rigid, surface-level templates, this practical guide introduces a structured framework designed to augment your intellectual capability, critical analysis, and creative problem-solving.Inside this guide, you will master:• The Core Cognitive Framework: Learn how to structure every AI interaction using Persona, Context, Task, and Constraints for precision results.• Reverse Prompting: Turn the tables and let AI interview you to extract deep insights, challenge assumptions, and uncover blind spots.• Advanced Co-Thinking: Use AI to pressure-test business ideas, outline complex documents, and streamline decision-making without losing your unique human voice.Whether you are a professional, creator, or researcher, this book will transform how you interact with AI tools—turning digital distraction into ultimate cognitive leverage.

The Brain Law: A Neuroscience-Based Transformation System (Mirror Method)
English | October 8, 2026 | ASIN: B0HMG61HPX | 199 pages | Epub | 280.14 KB
THE BRAIN LAWA Neuroscience-Based Transformation SystemBy Isaac RibaneWhat if lasting transformation begins not with your circumstances, but with the way your brain predicts, interprets, and responds to your life?THE BRAIN LAW explores the powerful connection between the brain, identity, attention, behavior, and personal transformation. It presents a practical framework for understanding how your internal patterns can influence the way you think, make decisions, form habits, respond to challenges, and move toward your goals.Your brain is constantly processing information, predicting outcomes, directing attention, storing experiences, and shaping responses. When you become more aware of these processes, you can begin to change the patterns that repeatedly produce the same results.This book takes you through a transformation system built around five essential areas:Brain Architecture - Understand prediction, perception, attention, memory, and behavioral patterns.Identity Systems - Examine how self-concept influences what you believe is possible for you.Behavior Systems - Learn how identity and action interact, and why action often needs to come before motivation.Awareness Systems - Develop the ability to observe your thoughts, patterns, decisions, and reactions rather than being controlled by them.Master Integration - Bring identity, attention, action, awareness, and continuous self-optimization together into a practical system for personal growth.THE BRAIN LAW is not about simply thinking positively. It is about developing a deeper understanding of the systems behind your thinking and behavior-and using that understanding to build more intentional patterns.Whether you are trying to improve your discipline, overcome procrastination, strengthen your focus, reshape your identity, make better decisions, or create lasting change, this book invites you to stop living on automatic and start becoming an active participant in your own development.Your brain is constantly learning.Your identity is constantly being shaped.Your actions are constantly reinforcing patterns.The question is:What are you teaching your brain to become?THE BRAIN LAW is an invitation to understand yourself more deeply, challenge inherited patterns, and build a more intentional way of thinking and living.Read it. Reflect on it. Practice it. Transform it.

The Art of Statistical Thinking: Detect Misinformation, Understand the World Deeper, and Make Better Decisions. (Advanced Thinking Skills Book 2)
English | October 13, 2022 | ASIN: B0BJ7QGMBL | 178 pages | EPUB (True) | 1.54 MB
**WITH UPDATED CHARACTERS - I apologize for the inconvenience caused to my Kindle readers. Not knowing statistics can lead to a loss of money, time, and accurate information.What am I looking at? What do these numbers mean? Why? These are frequent thoughts of those who don't know much about statistics."I'm not a number's person" is not a good excuse to avoid learning the basics of this essential skill. Are you a person who earns money? Do you shop at the supermarket? Do you vote? Do you read the news? I'm sure you do.Learn to make decisions like world leaders do.Do you like to make uninformed, often poor decisions? Are you okay with being manipulated by skewed charts and diagrams? How about being lied to about the effectiveness of a product? I'm sure you don't.Statistics can help you make exponentially better calls on what to buy, who to listen to, and what to believe.This book offers a detailed, illustrated breakdown of the fundamentals of statistics. Develop and use formal logical thinking abilities to understand the message behind numbers and charts in science, politics, and economy.Sharpen your critical and analytic thinking skills.Know what to look for when analyzing data. Information gets skewed – often unintentionally – because of the mainstream ways of doing statistics that didn't catch up to big data. Stop staying in the dark. This book shines the light on the most common statistical methods - and their most frequent misuse. This step-by-step guide not only helps you detect what goes wrong in statistics but also educates you on how to utilize invaluable information statistics gets right to your benefit.Avoid making decisions on misleading information.- How to Use Descriptive and Inferential Statistics to Understand the World.- Be Wary of Misleading Charts.- Make Better Decisions Using Probability.- Understand P-Values in Research.- Understand Potential Bias in Studies.Albert Rutherford is the internationally bestselling author of several books on systems thinking, game theory, and mathematical thinking. Jae H. Kim is a freelance writer in econometrics, statistics, and data analysis. Since obtaining his PhD in econometrics in 1997, he has been a professor in major Australian universities until 2022. He has published more than 70 academic articles and book chapters in econometrics, empirical finance, economics, and applied statistics, which have attracted nearly 5000 citations to date.Learn basic statistics and spend your money wisely.Statistics, as a learning tool, can be used or misused. Some will actively lie and mislead with statistics. More often, however, well-meaning people – even professionals - unintentionally report incorrect statistical conclusions. Knowing what errors and mistakes to look for will help you to be in a better position to evaluate the information you have been given.

The AI Gold Edge: How Smart Traders Use Claude + TradingView While Others Trade Blind
English | September 22, 2026 | ASIN: B0HKPYN2NC | 341 pages | Epub | 1.11 MB

Test-Driven Development in the Age of AI: A Practical Guide for Software Engineers to Write Code That Works When Machines Write It Too
English | September 25, 2026 | ASIN: B0HKZXN2GC | 211 pages | Epub | 2.49 MB
Your AI assistant writes code faster than you can read it. How do you know it works?Claude Code, Cursor, and Copilot have changed the job. The bottleneck is no longer typing. It's trust. Every day you merge code you didn't write line by line, and every day you hope the edge cases are covered.Test-Driven Development in the Age of AI gives you a better answer than hope. It teaches the classic TDD discipline (red, green, refactor) on a realistic codebase. Then it shows why TDD becomes your most powerful tool once a machine writes the implementation: your tests become the spec you give the agent and the proof you check.Inside, you'll learn how to:Write tests that specify behavior, not implementation, so refactors stop breaking your suiteUse mocks, stubs, and fakes without ending up in mock hellChoose the right test level for every change: unit, integration, or end-to-endDrive features from the outside in with acceptance tests that describe what users needTame legacy code with characterization tests and seamsTurn failing tests into prompts so AI agents build exactly what you specifiedCatch AI failure modes: edited tests, hardcoded answers, over-mocking, and invented APIsAdd property-based and mutation testing as safety nets for machine-written codeNo toy katas. No dogma. Every chapter builds Parcelo, a real order-and-checkout service, in TypeScript with Vitest, with Python and pytest equivalents throughout. You'll get checklists, copy-paste prompt templates, the full companion code on GitHub, and a 30-day plan to make TDD a habit on your team.This book is for you if:You're a working engineer who ships with AI assistants and wants to merge with confidenceYou tried TDD once, found it slow, and dropped itYour test suite is brittle, slow, and breaks every time you refactorYou want a repeatable workflow that gets you closer to senior and staff-level judgmentIf you've tried TDD before and dropped it, this book shows you what changed. If you've never tried it, there's never been a better time.Get your copy and write your next feature test-first.

Television, Monitor, and Video Display Repair in Depth: A Practical Repairman's Guide to Power, Backlights, LCD/OLED Panels, T-Con Boards, Main Boards, ... (The Electronic Device Repair Bench Book 4)
English | September 4, 2026 | ASIN: B0HHQFWK7K | 1188 pages | Epub | 2.65 MB
Learn how to diagnose display faults systematically-from dead screens and backlight failures to image problems, power faults, and board-level issues.Television, Monitor, and Video Display Repair in Depth is Book 4 of The Electronic Device Repair Bench, an 11-book practical repair series focused on evidence-based troubleshooting, careful testing, and sound repair decisions.Modern televisions and monitors combine power supplies, standby circuits, main boards, T-Con boards, backlight systems, display panels, signal inputs, control electronics, and firmware. Because very different failures can produce similar symptoms, effective repair depends on identifying which section is actually at fault before replacing expensive parts.This book shows how to approach those problems methodically.Topics include:No-power and standby faultsPower-supply and voltage-rail diagnosisLED backlight and backlight-driver problemsLCD and OLED display systemsT-Con board faultsMain-board and signal-processing problemsHDMI and video-input diagnosisBlack-screen and no-image conditionsDim, flickering, distorted, or intermittent picturesLines, color faults, image breakup, and synchronization problemsPanel-related failure symptoms and repair limitsConnectors, ribbon cables, and internal signal pathsThermal and intermittent faultsBoard-level troubleshooting and component isolationReassembly, picture testing, and final verificationThe emphasis is on understanding what each symptom actually tells you. A television with sound but no picture may have a backlight, panel, T-Con, main-board, or signal-path problem. A dark screen does not automatically mean the display panel has failed. A unit that repeatedly shuts down may be reacting to a power, thermal, protection, or load-related fault.The goal is to narrow the possibilities through observation and measurement, confirm the failed subsystem, and avoid unnecessary board or panel replacement.This book is written for electronics hobbyists, repairers, refurbishers, developing technicians, and technically minded readers who want to understand how televisions, monitors, and modern video displays are diagnosed and repaired.More advanced material is included where it improves fault isolation, while clear safety boundaries are maintained around mains voltage, high-energy power supplies, capacitors, and display systems that require specialized procedures.Whether you are troubleshooting a dead television, a monitor with no backlight, an image fault, or an intermittent display problem, this book provides a structured framework for moving from symptom to confirmed cause.Follow the power. Follow the signal. Confirm the fault before replacing the board.

TRANSMISSION LINES AND WAVEGUIDES Theory, Analysis and Design of Guided-Wave Structures: from Telegrapher's Equations to Microwave Networks and Optical Fibres
English | September 29, 2026 | ASIN: B0HLGKTD1B | 342 pages | Epub | 11.62 MB
Every wireless call, every high-speed data link inside a computer, every radar echo and every pulse of light racing through an undersea cable depends on one idea: electromagnetic energy can be guided. Transmission lines and waveguides are the structures that do the guiding, and a working knowledge of them is the foundation on which microwave engineering, antenna design, high-speed digital design, radar, satellite communication and photonics are built. This book has been written to give students and practising engineers that foundation in a single, coherent and readable volume.The treatment begins where most students begin: with circuits. Chapter 1 explains why ordinary circuit theory fails when the dimensions of a circuit become comparable with the wavelength, and reviews the electromagnetic tools needed for the rest of the book. Chapters 2 to 6 develop transmission-line theory from the telegrapher's equations, through reflections, standing waves and the Smith chart, to impedance matching and time-domain transients. Chapter 7 applies this theory to the planar lines found on every printed circuit board and integrated circuit. Chapters 8 to 11 move from circuit quantities to fields and develop the theory of guided waves in parallel-plate, rectangular, circular and dielectric guides, including optical fibres. Chapter 12 treats cavity and planar resonators, Chapter 13 introduces the scattering-parameter description of microwave networks and the passive components built from lines and guides, and Chapter 14 shows how filters are designed from lumped prototypes and realised with lines, coupled lines and resonators. Chapter 15 closes with measurement techniques and numerical methods. Three appendices collect the constants, material data and mathematical relations used throughout, together with answers to selected problems.Several features have been included to make the material easier to learn and more enjoyable to use:• Complete derivations are given for every important result, so that the reader sees not only what is true but why it is true.• A large number of worked examples demonstrate how the theory is applied to realistic numbers and practical design problems.• Carefully drawn figures, circuit diagrams, field plots and Smith charts make the physics visible.• Tables summarise formulas, standard components and material properties for quick reference.• Short Python programs show how modern engineers compute, plot and design; every listing runs with only NumPy and Matplotlib.• Each chapter ends with a summary, a set of graded problems and a mini project that ties the ideas together in a hands-on task.The book assumes a first course in electromagnetics, circuit analysis and calculus, including complex numbers and phasors. It is suitable for a one-semester undergraduate course in transmission lines and waveguides (Chapters 1 to 9 and selected parts of Chapters 12 to 14) or for a first-year graduate course in guided-wave theory (the whole book). Readers studying on their own will find the examples, programs and projects particularly useful for checking their understanding.

THE WORLD CANNOT ARGUE WITH RESULTS: Original stories of people who stopped debating and built something undeniable - in science, medicine, engineering, business, sport, exploration, art and beyond.
English | October 13, 2026 | ASIN: B0HMXHLJ5Q | 151 Pages | Epub | 499.85 KB
Original Stories of People Who Stopped Debating and Built Something UndeniableWhat happens when the world says something cannot be done?Some people argue. Others give up. A few take a different path: they turn an idea into action and produce results that change the conversation.The World Cannot Argue with Results explores the stories of people who challenged accepted beliefs and transformed possibilities into reality.From Galileo's telescope and John Snow's investigation of a deadly outbreak to the Wright brothers' pursuit of powered flight and Roger Bannister's historic run, these stories reveal the power of evidence, persistence, courage, and practical achievement.Across science, medicine, engineering, business, sport, exploration, computing, art, and architecture, the book explores a simple but powerful question:What if the best response to an objection is not another argument, but a meaningful demonstration?What You Will DiscoverThe power of action: Why a practical demonstration can achieve what prolonged debate cannot.The courage to question: How people challenge accepted beliefs and pursue possibilities others dismiss.The value of persistence: Why setbacks can become opportunities to learn and improve.The importance of evidence: How observation, testing, and measurable results help distinguish genuine achievement from confident claims.The ability to overcome resistance: How to respond constructively when others doubt your ideas.Lessons for everyday life: How to turn ambitions into practical steps and difficult problems into opportunities for progress.More Than Inspirational StoriesThis book offers a different way to approach resistance.When someone says an idea is impossible, defending it with stronger arguments may not be enough. A better question is: What evidence would help us discover whether it can actually be done?That question shifts attention from endless speculation to building, testing, measuring, and improving.The message is not to ignore expertise, dismiss criticism, or act recklessly. Careful reasoning, ethical responsibility, and sound judgement remain essential. The goal is to use them to move towards reliable evidence and meaningful progress.Some stories describe documented historical achievements; others are original illustrative narratives exploring the book's central ideas. Together, they invite readers to examine the relationship between conviction, action, evidence, and results.Who Should Read This Book?Students, teachers, doctors, scientists, engineers, entrepreneurs, leaders, creators, and anyone who has faced resistance while pursuing a worthwhile goal will find ideas to reflect on and apply.Whether you are solving a professional problem, developing a new idea, improving a process, or pursuing a personal ambition, the underlying discipline remains the same: define the question, choose a meaningful test, act responsibly, examine the evidence, and learn from the outcome.An idea can be dismissed in a meeting. A possibility can be rejected on paper. But a result that withstands scrutiny can change the terms of the conversation.Stop trying to win every argument. Start creating evidence that moves the world forward.

THE SMALL KITCHEN, WELL KEPT: A Renter's Guide to Organizing, Cleaning, and Caring for a Small Apartment Kitchen: No Remodeling, No Drilling, No New Bins
English | October 9, 2026 | ASIN: B0HMHZ8Q1X | 175 Pages | Epub | 9.94 MB
Make the Kitchen You Have Work Better A small kitchen does not need more stuff. It needs a clear plan for the space you already have.The Small Kitchen, Well Kept is a practical guide for renters who want a calmer, cleaner, more functional kitchen without remodeling, drilling, or filling the room with more organizers.Instead of chasing a picture-perfect kitchen, you'll learn how to make your existing space easier to cook in, easier to clean, and easier to maintain day after day.Inside, you'll learn how to: Reset a cluttered kitchen in about 30 minutesDecide what truly deserves valuable counter spaceArrange drawers, cabinets, pantry shelves, and the refrigerator by frequency of useUse the Reach Rule and Counter Budget to make a small kitchen work harderMatch cleaners and care methods to common kitchen surfacesRecognize problems you can handle yourself—and problems that should be reported to a landlord or professionalReduce odors, moisture, food-safety risks, and common kitchen pestsCreate simple daily, weekly, and monthly routines that keep clutter from returningPrepare a kitchen for moving in or moving out The book follows a practical four-week progression: Edit, Arrange, Care and Safety, then Keep It Going. Along the way, you'll build habits that make everyday cooking and cleanup feel more manageable.Whether you live alone, share an apartment, or cook for a family, this guide helps you create a kitchen that works beautifully within the limits of the space you already have.No remodeling. No drilling. No unnecessary shopping. Just a better system for a small kitchen.