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Production Agentic AI Engineering: Building Autonomous LLM Agents for Real-World Deployment
English | September 25, 2026 | ASIN: B0HL1W9DL9 | Pages not found | PDF | 17.82 MB
Building an AI agent that works in a demo is one thing. Building one that works reliably in production—at scale, inside a real organization, and under real governance requirements—is a different engineering discipline entirely.Production Agentic AI Engineering is a practical guide to designing, building, deploying, and operating autonomous LLM agents for real-world environments. It takes a production-first approach, connecting agent architecture with memory, tools, evaluation, observability, governance, and cost control.WHAT YOU WILL LEARNDesign production-ready agent architectures and understand the four-layer agentic stackBuild prompt architectures that can be versioned, tested, evaluated, and deployed systematicallyDesign working, episodic, and semantic memory systems, including RAGBuild multi-agent workflows for delegation, shared state, coordination, and conflict resolutionEvaluate and test non-deterministic, multi-step agent behaviorUse observability, tracing, and systematic debugging to diagnose production failuresApply governance, guardrails, audit trails, and human oversight to agentic systemsManage token budgets, model routing, caching, and other approaches to production cost controlWHAT MAKES THIS BOOK DIFFERENTFour production-focused case studies covering customer support, data analysis, code review, and research synthesisDetailed examination of design decisions, failure modes, and engineering solutionsPractical production principles rather than demo-focused examplesArchitectural concepts designed to remain useful across different model providers and frameworksPython examples using the Anthropic SDKWHO THIS BOOK IS FORSoftware engineers designing and building production agent systemsTechnical architects responsible for AI deployment infrastructureEngineering managers who need a practical understanding of production agentic AIIf you are building agentic AI systems that need to work in production—not just in a notebook—this book provides a practical framework for designing, deploying, operating, and improving them.

Predictive Analytics with Python: Build Production-Ready Predictive Models with Polars, Pandera, Scikit-Learn, XGBoost, MLflow, FastAPI, Docker, and Python
English | September 18, 2026 | ISBN: 8169646596 | 491 pages | EPUB (True) | 99.79 MB
Build Models That Survive Beyond the Notebook.Key Features● Get a free one-month digital subscription towww.avaskillshelf.com.●Production-first data pipeline engineering using Polars for high-performance ETL and Pandera for data contracts.● Full MLOps lifecycle coverage with CRISP-DM, Scikit-Learn, XGBoost, MLflow experiment tracking, and hyperparameter tuning.● Enterprise-grade capstone project building an Automated Valuation Model deployed with Docker and FastAPI.Book DescriptionData Science Finds the Signal. Engineering Turns It into Business Value.Moving a model from a Jupyter Notebook to a production system requires engineering discipline, not just data science skills. Predictive Analytics with Python is the definitive guide for the engineering-first era of data science, helping you transition from fragile notebook workflows to resilient, production-ready predictive systems built for real-world infrastructure.You begin by replacing slow legacy workflows with a modern technical stack, high-performance ETL with Polars, data contract enforcement with Pandera, and resilient Scikit-Learn and XGBoost pipelines with rigorous feature engineering, cross-validation, and experiment tracking using MLflow. The book then advances into time-series forecasting with Nixtla before covering model serialisation, REST API deployment with FastAPI, Docker containerisation, and production monitoring as well as governance.The book culminates in an end-to-end capstone project building an enterprise-grade Automated Real Estate Valuation Model. By the end, you will engineer predictive systems that prioritize stability, auditability, and transformative business value.What you will learn● Transition fragile notebook workflows into robust production-grade software engineering practices.● Execute high-performance ETL and data processing using the Polars library at scale.● Enforce rigorous data contracts using Pandera to validate pipeline inputs automatically.● Build resilient predictive pipelines using Scikit-Learn and XGBoost with production patterns.● Automate hyperparameter tuning and track model experiments using MLflow effectively.● Deploy production predictive models as REST APIs using Docker and FastAPI.Table of Contents1. From Notebooks to Systems2. The Modern Python Environment3. High-Performance ETL with Polars4. Defensive Data Programming with Pandera5. Feature Engineering as Software6. Handling Real-World Messiness7. The Baseline: Linear Pipelines8. Productionizing Gradient Boosting (XGBoost)9. The Tuning Lifecycle and Experiment Tracking10. Model Evaluation and Interpretation11. Engineering Time-Series Features12. Modern Forecasting with Nixtla13. The Deployment Gap: Serialization and Packaging14. Serving Predictions with APIs15. Monitoring and Model Governance16. Capstone: Building the Enterprise AVM Index

Practical Python in the AI Era: Build Real Programs with Automation, APIs, Testing, and AI-Assisted Coding (CodeEssentials Python Series Book 2)
English | October 9, 2026 | ASIN: B0HMJLGLZ3 | 205 pages | Epub | 518.90 KB
Tested with Python 3.15. Already know the Python basics and ready to build something useful?Practical Python in the AI Era turns basic Python knowledge into real, working programs. It is modern Python for the way people code today, when AI can write a script in seconds but someone still has to understand it, test it, and make it do the right thing.After a fast refresher and a self-check, you will learn to:Automate real work: organize folders, rename and move files safely, and generate reportsWork with dаta: read, clean, and write CSV and JSONConnect to web APIs: fetch data safely, with timeouts and proper error handlingBuild command-line tools with argparse, and structure projects with modules, packages, and virtual environmentsTest with pytest and debug real programs instead of guessingUse AI-assisted development well: get explanations, hints, and test cases from AI, and catch the invented methods and missing error handling that AI-generated code often hidesFive useful projects, built step by step in the book: a smart file organizer, a text and log analyzer, an expense tracker that imports bank CSV files, a contact manager, and a command-line task tracker with a full test suite.What matters in Python 3.15 (friendlier error hints, UTF-8 by default, frozendict, and more) is covered in one focused chapter. Every example was tested with Python 3.15 and runs on Python 3.12 and newer.Free bonus included: readers get a free reader bonus with extra exercises, project extensions, and resources, plus downloadable companion files with the code, sample data, and answers for every chapter and project. Scan the QR code inside the book to get them.Practical Python in the AI Era is Book 2 of the CodeEssentials Python Series and works on its own. New to programming? Python for Beginners (Book 1) is the gentler start. Already know the basics, from anywhere? You are ready for this book.

Practical Claude Code: How to Build Applications, Work with Codebases, Debug Problems, Automate Tasks, and Ship Real Software with AI
English | October 9, 2026 | ASIN: B0HMJ2J8CC | 202 pages | PDF | 5.06 MB
Stop Using AI to Just Write Code,Start Using It to Build Better SoftwareClaude Code can do far more than generate snippets. The real advantage comes from knowing how to use it across the full development workflow—planning features, understanding unfamiliar codebases, debugging failures, testing changes, automating repetitive tasks, and preparing software that is actually ready to ship.Practical Claude Code is a hands-on guide to using Claude Code as a serious software-development tool rather than a shortcut for producing code you do not fully understand.Inside, you will learn how to:• turn ideas and requirements into structured development plans;• work confidently with existing and unfamiliar codebases;• give Claude Code clearer, more effective development instructions;• debug problems using evidence instead of guesswork;• write, review, and verify tests;• refactor code without breaking existing behavior;• use Git to keep AI-assisted changes controlled and recoverable;• automate useful development workflows with skills, hooks, scripts, MCP, and subagents;• review AI-generated changes before accepting them;• prepare applications for release and move projects toward production.Every meaningful code snippet and command is accompanied by a brief explanation of what it does, why it is being used, and what you should expect from it—so you are not simply copying instructions without understanding them.What makes this book different is its focus on real development discipline.It does not teach you to hand over your project and hope the AI gets everything right. Instead, it shows you how to combine Claude Code's speed and reasoning capabilities with the software-engineering practices that keep projects understandable, testable, maintainable, and safe to change.The book follows a practical workflow you can reuse across projects:Explore → Plan → Build → Test → Review → Improve → ShipWhether you are starting a new application, working inside an existing repository, chasing down a difficult bug, or trying to reduce repetitive development work, Practical Claude Code gives you a clear process for getting more useful results from AI without giving up control of your code.If you want to move beyond AI-generated snippets and start using Claude Code to build, debug, automate, and ship real software, this book will show you how.

Plumbing Vent Systems Field Handbook: A Practical Guide for Trap Arms, Fixture Drainage, Wet and Circuit Venting, AAV Selection, IPC/UPC Review, Testing, Inspection, and Diagnosis
English | October 9, 2026 | ASIN: B0HMFCHWG6 | 538 pages | Epub | 16.68 MB
Plumbing Vent Systems Field Handbook is a practical reference for understanding how drain, waste, and vent systems actually function, why venting problems occur, and how properly designed air paths help protect fixture trap seals. Instead of treating venting as a collection of disconnected rules, the book explains the relationship between wastewater movement, air pressure, trap protection, pipe layout, and system performance. Plumbing Venting Handbook - Rev.Readers are guided from fundamental DWV principles into real installation, sizing, inspection, testing, and troubleshooting situations. The handbook also emphasizes an important field reality: a system can appear to drain normally and still have poor trap protection, incorrect vent geometry, or pressure problems that become noticeable only when several fixtures operate together. Plumbing Venting Handbook - Rev.Inside, you will learn how to:Understand DWV airflow, positive and negative pressure, siphonage, backpressure, and trap-seal protectionIdentify and measure traps, trap arms, vent connections, developed lengths, slopes, and drainage loadsPlan and evaluate individual vents, common vents, wet venting, circuit venting, waste-stack venting, and multi-fixture systemsWork with pipe sizing, fittings, materials, supports, offsets, penetrations, and installation geometryUnderstand the proper role and limitations of air admittance valves (AAVs)Compare IPC and UPC approaches while recognizing the importance of adopted editions, amendments, AHJ requirements, and product approvalsInspect roof terminals, flashing, vent headers, stack arrangements, and concealed pipingUse water, permitted air, vacuum, smoke, and final DWV testing methods appropriatelyDiagnose gurgling, bubbling, sewer-gas complaints, trap-seal loss, blocked or restricted vents, drainage restrictions, poor vent geometry, and pressure-related problemsApply systematic field procedures to observe, verify, isolate, correct, and retest plumbing problemsThe book gives special attention to advanced venting arrangements. Wet venting is presented as a defined hydraulic system rather than simply an oversized drain, while circuit and waste-stack venting are explained through fixture arrangement, drainage loading, air movement, vent location, and inspection requirements. Plumbing Venting Handbook - Rev.Code requirements are also approached from a practical standpoint. Because model codes, adopted editions, state amendments, local amendments, and AHJ requirements can differ, the handbook shows readers how to determine which rules actually govern a project instead of assuming that one national provision applies everywhere. Plumbing Venting Handbook - Rev.From initial layout and rough-in to testing, inspection, roof termination, troubleshooting, repairs, and final verification, Plumbing Vent Systems Field Handbook is designed to help readers see the entire venting system as one connected pressure-management network.Trace the drainage path. Understand the air path. Protect the trap. Verify the system.

Playing the Modes for Six and Seven-String Guitar: How to Build Modal Chords - 21 Modes of the Major, Melodic Minor and Harmonic Minor Scales, with 7-String Guitar Tabs
English | October 12, 2026 | ASIN: B0HMS81GQN | 147 pages | Epub | 13.00 MB
A mode is not a new scale to memorise. It is a parent scale with a different note treated as home - and it only exists while a chord holds that home note in place. This book teaches the modes that way: one mode at a time, through its characteristic note and the chords it produces.Each of the 21 chapters follows the same structure:The mode compared with the plain major or minor it resembles, so you hear the one note that changesThe mode harmonised on all seven degrees, with a chord diagram for every degreeA vamp that fixes the home note, built from the mode's own chordsThe scale in a fretboard box you already know, an original lick and a seven-string extensionPart 1: the seven modes of the major scale, from Ionian to Locrian.Part 2: the modes of the melodic minor, including Lydian dominant and the altered scale.Part 3: the modes of the harmonic minor, including Phrygian dominant.All tabs are written for seven-string guitar and can be read on a six-string: outside the seven-string sections, no note falls on the low B. No audio needed - every chapter tells you which chords to loop.A companion to From Reproducing to Creating, for intermediate players who know their chord tones and want to use modes over real chords.

Peak Human: What We Can Learn From History's Greatest Civilizations
English | May 29, 2025 | ASIN: B0F284VKNN | 583 Pages | EPUB (True) | 1.86 MB
All golden ages are marked by periods of spectacular cultural flourishing, scientific exploration, technological achievement and economic growth; yet no two are the same. Their beliefs, societies and place in the wider world all vary. Despite this, all previous golden ages have ended, whether it be because of external pressures or internal fracturing; too much hubris or too little wariness.Looking at seven of humanity's greatest civilisations - ancient Athens, the Roman Republic, Abbasid Baghdad, Song C hina, Renaissance Italy, the Dutch Republic and the Anglosphere - historian and commentator Johan Norberg seeks to distil their strengths and shortcomings in answering the question: how do we ensure that our current golden age doesn't end?As insightful as it is riveting, Peak Human is at once a paean to our incredible progress and a warning that we cannot afford to be complacent.

PYTHON FOR YOUR PERSONAL dаta: 50 Practical Projects to Organize, Clean, Analyze, and Understand Your Digital Life
English | October 9, 2026 | ASIN: B0HMJ2WP38 | 696 pages | Epub | 694.53 KB
Your computer is full of data.Files. Photos. Documents. Spreadsheets. Downloads. Reading lists. Expenses. Contacts. Archives. Reports. Personal records.The problem isn't always collecting information. The problem is finding it, organizing it, cleaning it, and understanding what you already have.Python for Your Personal Data shows you how to turn Python into a practical toolkit for working with the digital information already sitting on your computer.You don't need to become a professional programmer.You learn by building 50 practical projects that solve recognizable personal-data problems.Inside, you'll learn how to:Build a personal file inventoryFind duplicate and oversized filesClean messy filenamesOrganize files safelySearch across documents and foldersCreate searchable file indexesClean messy CSV dataFind missing and duplicate recordsCombine multiple datasetsAnalyze personal expenses and subscriptionsUnderstand storage usageWork with reading lists and personal collectionsBuild document and photo inventoriesExtract and analyze textCreate useful reports and summariesVisualize personal data with chartsCompare datasetsBuild personal dashboardsCreate digital archive search toolsDevelop your own personal data toolkitEvery project follows a practical path:Problem → Python Idea → Complete Code → Explanation → Result → CustomizationYou won't just learn Python syntax. You'll learn how to recognize the kinds of repetitive data problems that Python can solve.The book also emphasizes something that matters whenever you're working with personal information: safety.You'll learn about synthetic test data, backups, dry-run modes, collision protection, data minimization, privacy, API keys, sensitive information, and safe file automation.You'll also learn when not to automate something.Whether you're completely new to Python or already know the basics, this book gives you practical projects you can build, modify, and reuse.Your personal data is already there.Now learn how to make it:Findable. Clean. Organized. Searchable. Understandable. Useful.

POWER ELECTRONICS AND GRID SYNCHRONIZATION - VOLUME 3: Semiconductor Physics, Converter Topologies, Control Loops, and Grid-Code Compliance for ... ... Solar Power Engineering Handbook Series)
English | October 8, 2026 | ASIN: B0HMDJP8CD | 48 Pages | Epub | 1.15 MB
Power Electronics & Grid Synchronization is a practical technical reference for engineers working with utility-scale solar PV, battery energy storage systems (BESS), and microgrid power-conversion systems.This volume follows the complete electrical power-conversion path—from semiconductor switching devices and DC-DC converters to grid-connected inverters, control systems, filters, protection, transformers, and grid-code compliance.Inside, readers will explore:Power semiconductor devices, switching and conduction losses, and thermal designDC-DC converter topologies and component sizingTwo-level and three-level inverter bridges and PWM strategiesAdvanced MPPT algorithms and DSP implementationGrid-following and grid-forming inverter controlPLL-based grid synchronization and weak-grid stabilityd-q frame current and voltage control loopsVirtual synchronous machines and synthetic inertiaLCL filters, resonance suppression, and harmonic distortionIEEE 519 considerations and grid-code requirementsLVRT/HVRT, reactive current support, and protection coordinationTransformer selection and medium-voltage inverter skid engineeringPractical 1.0 MW and 3.3 MW worked design examplesField troubleshooting, diagnostic measurements, and typical thresholdsQuick-reference formulas, standards, and compliance checklistsDesigned as a working engineering reference, this book emphasizes practical equations, design decisions, worked examples, and field-oriented troubleshooting rather than purely theoretical derivations

Overcoming Objections in Sales: How to transform negotiation barriers into immediate closing opportunities
English | August 10, 2026 | ASIN: B0HDR82KZX | 107 pages | EPUB (True) | 465.83 KB
Tired of mediocre sales results? Want to turn your business into a magnet for loyal customers?In this series of practical, eye-opening ebooks, you'll gain access to an arsenal of advanced strategies and techniques to boost your sales to new heights and build lasting customer relationships.Throughout the series, you will:Unlock the secrets of consumer psychology: Understand the motivations and triggers behind buying decisions and learn to craft irresistible messages that convert leads into loyal customers.Master foolproof prospecting techniques: Discover how to find your ideal customers-even in competitive markets-and build a solid foundation of qualified leads.Hone your communication skills: Learn to communicate with clarity, persuasion, and empathy, forging genuine connections with customers and building the trust needed to close sales.Monetize your knowledge and skills: Become a sales expert and explore lucrative opportunities to offer your services as a consultant or mentor.Each ebook in the series offers:Practical, actionable content: Proven tips and strategies you can implement in your business right away.Real-world examples and case studies: Learn from successful salespeople and replicate their results.Valuable tools and resources: Templates, checklists, and scripts to help you implement the strategies.Personalized guidance: Access to an exclusive group to ask questions and receive tailored support.Whether you're a beginner or a seasoned salesperson, this ebook series is the key to your success.Invest in your future and become a sales master!Secure your complete series today and take the first step toward mastering the art of selling and building customer loyalty!