Library

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Mara Viveros-Vigoya - Breaking the Boundaries of the Colombian Socio-Racial Order: Black Middle Classes through an Intersectional Lens

English | 2023 | Lexington Books | ISBN: 978-1-66691-918-9 | 240 pages | EPUB | 1 MB

This sociological study applies an intersectional framework to examine the experiences of the Black middle class in Colombia. By shifting traditional theoretical boundaries, the text analyzes the complex dynamics of social mobility, race, class, and gender within the country's historical and contemporary social order. Through qualitative research, it explores how individuals navigate racialized structures while achieving middle-class status, providing deep insights into Colombian identity, inequality, and systemic barriers.



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Code:

https://rapidgator.net/file/6aca819e944e7acb1326460b9e0f8aaa/0ee948295bdcf0969b6bfbf72333efd7.pdf.html

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Andy Lunique, Rick Barba - Diablo: The Official Cookbook: Recipes and Tales from the Inns of Sanctuary

English | 2023 | Insight Editions | ISBN: 979-8-88663-132-6 | 192 pages | EPUB | 119 MB

Take a culinary journey through the dark fantasy world of Sanctuary with this flavorful compilation of recipes inspired by Blizzard Entertainment's iconic series. From the humble town of Tristram to the towering Mount Arreat, this cookbook features over 60 unique recipes inspired by the game's various zones, monsters, and characters-including the Butcher, Diablo, Deckard Cain, and Archangel Tyrael. Complete with step-by-step instructions, beautiful photographs, and pairing tips, it provides everything needed to recreate feasts straight from the Burning Hells to the High Heavens.


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Code:

https://rapidgator.net/file/ef483ab5e03799d0e60fca75945fedae/7d33634726dabd8153e0d0cdc8c3d883.pdf.html

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Code:

https://nitroflare.com/view/91CACF273E7B697/7d33634726dabd8153e0d0cdc8c3d883.pdf

[Slon]

Harvey Whitehouse - The Ritual Animal: Imitation and Cohesion in the Evolution of Social Complexity

English | 2022 | Oxford University Press | ISBN: 978-0-19-964636-4 | 252 pages | EPUB | 1 MB

This anthropological work explores the evolutionary role of rituals in shaping human societies and driving cultural evolution. The author introduces a cognitive framework based on two distinct modes of religiosity and social binding: rare, high-arousal (often traumatic) rituals that forge intense cohesion within small relational groups, and frequent, low-arousal routines that sustain broad identity fusion within large, expandable communities. By combining cognitive science, archaeology, and big-data history, the text demonstrates how these ritual mechanisms paved the way for modern social complexity and offers practical insights into tackling contemporary global cooperation challenges.


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Code:

https://rapidgator.net/file/27a4002f399b157b1abd3505e49c3485/fc705fb8f643d152f95eb8db1890d2ce.pdf.html

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Dmitry Shargorodsky - Microsoft Dynamics 365 AI for Business Insights: Transform your business processes with the practical implementation of Dynamics 365 AI modules

English | 2024 | Packt Publishing | ISBN: 978-1-80181-094-4 | 178 pages | EPUB | 814 KB

This guide demonstrates how to streamline business operations by integrating artificial intelligence modules across key functional areas within the Microsoft Dynamics 365 ecosystem. The book provides practical examples and case studies focusing on the deployment of AI utilities for sales insights, customer service excellence, marketing optimization, and financial analytics. Additionally, it explores the implementation of generative AI tools, Microsoft Copilot features, and fraud protection mechanics to drive data-driven decision-making and scale organizational productivity.


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Code:

https://rapidgator.net/file/12522c3fa787ceb258ce42da06932d7b/74b6842a7e49f5a25e0fb05ac3142709.pdf.html

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Parvin , R. - C# Unit Testing: NUnit, Moq, and Beyond: Write cleaner, more reliable C# code with dependency injection, best practices, and expert insights

English | 2024 | ASIN: B0CW1JFY59 | 164 pages | EPUB | 1 MB

Are you ready to transform your C# development experience? This comprehensive guide dives into the world of unit testing, empowering you to craft robust, maintainable, and trustworthy C# applications.


Unlock the secrets

Core Testing Grasp the fundamentals of automated testing and build a rock-solid foundation.Moq Become a mocking ninja, isolating your units and simulating dependencies for laser-focused testing.NUnit Harness the power of NUnit to structure and execute your tests with efficiency.Decoupling for Embrace design patterns that make testing a breeze and your code more modular.Refactoring with Lean on your tests to boldly improve your code's structure without fear.Dependency Injection Discover how to seamlessly manage dependencies, simplifying your tests and your designs.Practical Strategies and Expert Learn battle-tested techniques for handling real-world testing challenges. Whether you're a C# beginner or a seasoned developer, this book

Elevate your code Say goodbye to lurking bugs and hello to rock-solid software.Boost your development Refactor and add features rapidly, knowing your tests have your back.Make your code Testable code naturally becomes well-designed code. Embrace the power of testing and level up your C# development journey.



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Code:

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Dale S. Wright;Steven Heine;, Steven Heine - The Zen Canon

English | 2004 | Oxford University Press | ISBN: 0-19-515067-8 | 336 pages | EPUB | 2 MB

This volume provides a comprehensive study of the foundational texts within the Zen Buddhist tradition, serving as a critical guide to its scriptural canon. Through essays by leading scholars, the book analyzes the historical origins, rhetorical styles, philosophical depth, and cultural impact of classic Zen literature, including prominent koan collections, monastic codes, and recorded sayings of the masters, tracing how these writings shaped Zen identity across East Asia.



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Analogue Electronics Made Easy: Learn Circuits Step by Step
Published 8/2026
Created by Purankumar Gajera
MP4 | Video: h264, 3840x2160 | Audio: AAC, 44.1 KHz, 2 Ch Level: All Levels | Genre: eLearning | Language: English | Duration: 22 Lectures ( 11h 50m ) | Size: 27.7 GB

Master Analog Electronics with Step-by-Step Explanations, Circuit Analysis, Amplifiers, Oscillators, Op-Amps, Power Ampl



What you'll learn
⚡ Understand the fundamental principles of analog electronics and analyze the operation of electronic circuits with confidence.
⚡ Design and analyze transistor amplifiers, including Common Emitter, Common Collector, and Common Base configurations.
⚡ Master feedback amplifiers, including voltage-series, voltage-shunt, current-series, and current-shunt feedback techniques.
⚡ Explain the working principles and design of RC Phase Shift, Wien Bridge, Hartley, Colpitts, and Crystal Oscillators.

Requirements
❗ No prior knowledge of Analog Electronics is required. This course starts from the fundamentals and gradually progresses to advanced concepts.

Description
"This course contains the use of artificial intelligence."

Welcome to theComplete Analog Electronics Course, a comprehensive program designed to help you build a strong foundation in analog electronic circuits and their real-world applications. Whether you are an engineering student, a diploma student, a competitive exam aspirant, or a working professional, this course will guide you from the fundamentals to advanced concepts through simple explanations, practical examples, and solved numerical problems.

Analog Electronics is one of the most important subjects in Electrical and Electronics Engineering. It forms the backbone of communication systems, audio equipment, instrumentation, industrial automation, renewable energy systems, medical electronics, and many other modern technologies. A solid understanding of analog circuits is essential for designing, analyzing, and troubleshooting electronic systems.

This course has been carefully structured to make learning easy and engaging. Every topic is explained step by step using clear circuit diagrams, practical engineering concepts, and real-world applications. Instead of memorizing formulas, you will understand the theory behind each circuit and learn how to apply it confidently in practical situations.

Throughout this course, you will explore the principles of transistor amplifiers, feedback amplifiers, oscillators, multivibrators, operational amplifier applications, high-frequency transistor analysis, and power amplifiers. You will learn how these circuits operate, how to analyze their performance, and where they are used in modern electronic systems.

The course also includes detailed explanations of RC Phase Shift Oscillators, Wien Bridge Oscillators, Hartley Oscillators, Crystal Oscillators, Astable, Monostable and Bistable Multivibrators, Schmitt Trigger circuits, Hybrid-π transistor models, Class A, Class B and Class AB Power Amplifiers, harmonic distortion, crossover distortion, transformer coupling, amplifier efficiency, and many other important topics.

A major focus of this course is practical problem-solving. Each concept is reinforced through solved numerical examples, derivations, circuit analysis, and examination-oriented questions. These examples will help you develop the analytical skills needed for university examinations, competitive examinations, interviews, and engineering design projects.

By the end of this course, you will be able to confidently analyze analog electronic circuits, calculate important circuit parameters, understand amplifier and oscillator design, solve numerical problems, and apply analog electronics concepts to practical engineering applications.

Who this course is for
⭐ This course is designed for Electrical, Electronics, Electronics & Communication (ECE), Electrical & Electronics (EEE), Instrumentation, and Mechatronics engineering students who want to build a strong foundation in Analog Electronics.

Code:

https://anonymz.com/?https://www.udemy.com/course/analogue-electronics-made-easy-learn-circuits-step-by-step

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Complete Mathematics Course for 10th Class
Published 8/2026
Created by B Tulasidas
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch Level: All Levels | Genre: eLearning | Language: English | Duration: 72 Lectures ( 61h 59m ) | Size: 51.7 GB

Master Mathematics with step-by-step lessons, solved examples, formulas, problem-solving, and exam preparation.



What you'll learn
⚡ Understand every chapter of the 10th Class Mathematics syllabus through simple, step-by-step video explanations.
⚡ Solve Mathematics problems confidently using clear concepts, easy methods, and effective problem-solving techniques.
⚡ Master important formulas, concepts, and exam-oriented questions to perform well in Mathematics examinations.
⚡ Improve speed, accuracy, and confidence in solving Mathematics problems to achieve better academic results.

Requirements
❗ No prior advanced Mathematics knowledge is required. This course starts from the basics and gradually covers every concept step by step.

Description
Master Mathematics with confidence through easy-to-understand lessons, clear explanations, and step-by-step problem solving.

This course is designed for 10th Class students who want to build a strong foundation in Mathematics, improve their problem-solving skills, and perform well in examinations. Every chapter is explained in a simple and structured manner, making learning enjoyable and effective.

Created byB. Tulasidas, Founder ofBrilliant Academy Tandur, this course reflects more than40 years of teaching experience and a proven approach to helping students understand Mathematics with confidence.



What you'll learn

✨ Complete 10th Class Mathematics syllabus

✨ Step-by-step explanations for every chapter

✨ Easy methods to solve mathematical problems

✨ Important formulas and concepts

✨ Solved examples with detailed explanations

✨ Effective problem-solving techniques

✨ Exam-oriented preparation strategies

✨ Tips to improve speed and accuracy

Course Features

✨ Comprehensive video lessons

✨ Beginner-friendly explanations

✨ Learn anytime at your own pace

✨ Clear and structured teaching approach

✨ Suitable for self-study and revision

Who should take this course?

✨ 10th Class students

✨ Students preparing for Mathematics examinations

✨ Learners who want to strengthen their Mathematics fundamentals

✨ Anyone looking for a complete, easy-to-follow Mathematics course

Whether you're aiming to improve your understanding of Mathematics or achieve higher scores in your examinations, this course provides the knowledge, practice, and confidence needed to succeed.

Who this course is for
⭐ This course is designed for 10th Class students who want to build a strong foundation in Mathematics, improve problem-solving skills, and prepare confidently for college and board examinations. It is also suitable for learners who wish to revise the complete syllabus through easy-to-understand video lessons

Code:

https://anonymz.com/?https://www.udemy.com/course/complete-mathematics-course-for-10th-class

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Learn Advanced Python Programming: The Expert Path
Published 7/2026
MP4 | Video: h264, 1920x1080 | Audio: AAC, 44.1 KHz, 2 Ch Language: English | Duration: 32h 59m | Size: 24.48 GB

Take your Python skills to the next level with advanced concepts, real-world examples, and expert techniques.



What you'll learn
Master advanced Python programming concepts and techniques.
Learn how professional Python applications are designed and developed.
Improve coding, problem-solving, and software development skills.
Gain hands-on experience through practical examples and real-world projects.
Explore advanced topics used by professional Python developers.
Prepare for more advanced areas such as automation, data processing, web development, and software engineering.

Requirements
Basics of Python or Any Other Programming language is Required

Description
Welcome toLearn Advanced Python Programming: The Expert Path - a comprehensive course designed to take your Python skills beyond the basics and help you become a confident, highly skilled Python programmer.

If you already understand Python fundamentals and are ready to explore what makes Python one of the most powerful and versatile programming languages in the world, then this course is for you. Throughout this course, you will dive deep into advanced Python concepts, programming techniques, and best practices used by professional developers.

Unlike courses that focus only on theory, this course emphasizes practical learning. Every topic is explained clearly with examples that help you understand not only how Python works, but also why certain techniques are used in professional software development. You will strengthen your problem-solving abilities, improve your coding style, and learn how to write efficient, maintainable, and scalable Python programs.

During this course, you will explore advanced topics such as object-oriented programming, decorators, generators, iterators, exception handling, file handling, modules and packages, functional programming techniques, advanced data structures, regular expressions, multithreading, and much more. You will also learn professional coding practices that can help you become a more productive developer.

By the end of this course, you will have a solid understanding of advanced Python programming concepts and the confidence to apply them in real-world projects. Whether your goal is software development, automation, data processing, web development, or preparing for technical interviews, the skills you gain in this course will provide a strong foundation for your future growth.

Join today and start your journey toward becoming a Python expert. Take the next step in your programming career and unlock the full power of Python through advanced programming concepts, practical examples, and expert-level techniques.

Who this course is for
Anyone who wants to master advanced Python programming concepts used in real-world applications.
Anyone who wants to develop the skills needed to write efficient, clean, and professional Python code.
Anyone who wants to gain a deeper understanding of Python's advanced features and capabilities.
Anyone who wants to improve problem-solving abilities through practical examples and exercises.
Anyone who wants to build a strong foundation for advanced software development with Python.
Anyone who wants to take your Python knowledge from an intermediate level to an expert level.
Anyone who wants to become a confident and highly skilled Python programmer.


Homepage

Code:

https://www.udemy.com/course/learn-advanced-python-programming-the-expert-path

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[Slon]

React: De Cero A Experto
Last updated 1/2026
MP4 | Video: h264, 1920x1080 | Audio: AAC, 44.1 KHz
Language: Spanish | Size: 38.14 GB | Duration: 46h 0m

Context API, MERN, Hooks, Firestore, JWT, Testing, Autenticaciones, Despliegues, AI, CRUD, Logs, MUI, Multiple Routers..



What you'll learn
Aprender React a profundidad
Realizar pruebas unitarias y de integración en todo tu código
MERN - Mongo Express React Node
Autenticación con Google y JWTs (JsonWebTokens)
Hooks a profundidad
Crear aplicaciones reales
Redux, Context y otros manejadores de estado

Requirements
Conocimiento básico de JavaScript es necesario
Conocimiento básico de programación es necesario
Poder realizar instalaciones en el equipo como administrador
Pueden seguir el curso en OSX (Mac), Windows o Linux
Estar dispuesto a realizar las tareas y ejercicios adicionales

Description
React 19+ con TypeScript

¿Quieres aprender React Actual o migrarte a trabajar con Hooks?

Este curso tiene por objetivo llevarte de cero conocimiento de React hasta un nivel competitivo en el ambiente laboral de hoy en día. Este curso está construido 100% en Hooks y functional components.

También cuenta con secciones sobre pruebas unitarias y de integración en cada aplicación que hacemos en el curso, esto incluye pruebas en componentes, hooks, customHooks, context, Redux, Fetch, mocks, spies, snapshots y mucho más relacionado al unit test.

Sin olvidar que todos empezamos de cero en un momento, el curso cuenta con una introducción a los conceptos que necesitaremos para entrar en React de la forma más cómoda posible.

El curso fue renovado con la versión 19, la cual integró herramientas de generación de interfaces con AI, ShadCN, Tailwind, TypeScript, Vitest, TanStack y muchas más tecnologías comúnmente usadas en React, pero lo principal fue la mejora de cada ejercicio para evitar renders innecesarios sin memorización o compilación adicional. (React Compiler)

Este es un listado de varios de los temas que tocamos en el curso

React a profundidad

Hooks y Hooks personalizados (Incluye nuevos de React 19+)

Functional Components

HOC - higher-order components

TypeScript

Context API

Zustand

MERN - Mongo + Express + React + Node

React Router v7+

Diseños diferentes en diferentes rutas

Diseños con AI

ShadCN

TailwindCSS

Poco de Docker

Bootstrap

Mongoose

JWT y su re-validación

Encriptación de contraseñas

Google Sign-in

Autenticación personalizada

Unit Test, Vitests

Pruebas especializadas al terminar ejercicios

Despliegues a producción

React Testing Library

Mocks

Animaciones en componentes

History

QueryStrings

Git y Github

Redux DevTools, Redux ToolKit

React DevTools

Y mucho más!

Este curso es para todas las personas que quieran aprender React, quieran pasar de Class Base Componentes a Functional Components, quieran especializarse en pruebas, hacer UIs elegantes, aplicaciones eficientes, reactivas y todos los que quieran programar en React de forma moderna con TypeScript

Who this course is for

Personas que quieran aprender React de cero
Personas que conozcan React pero quieran mejorar sus habilidades
Personas que quieran dominar las pruebas unitarias y de integración
Personas que quieran dominar los hooks de React

Code:

https://anonymz.com/?https://www.udemy.com/course/react-cero-experto/

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[Slon]

Battery Energy Storage Systems (BES Complete Cell-to-Grid
Published 7/2026
MP4 | Video: h264, 3840x2160 | Audio: AAC, 44.1 KHz, 2 Ch Language: English | Duration: 7h 17m | Size: 23.96 GB

Master Utility-Scale Battery Energy Storage Systems (BESS) from Battery Cell to Grid Integration, including BMS, PCS, EM



What you'll learn
Understand the complete architecture of Utility-Scale Battery Energy Storage Systems (BESS), from battery cells to grid integration.
Explain the functions of Battery Management Systems (BMS), Power Conversion Systems (PCS), Energy Management Systems (EMS), SCADA, and plant control systems.
Design and evaluate utility-scale BESS configurations, including battery containers, inverters, transformers, switchgear, and balance-of-plant equipment.
Understand how BESS supports renewable energy integration, grid stability, frequency regulation, peak shaving, energy arbitrage, and ancillary services.

Requirements
No prior knowledge of Battery Energy Storage Systems (BESS) is required. This course is designed to take you from the fundamentals to advanced utility-scale concepts.

Description
"This course contains the use of artificial intelligence."

Battery Energy Storage Systems (BESS) are transforming the global energy industry by enabling the large-scale integration of renewable energy, improving grid reliability, enhancing power quality, and supporting the transition to a cleaner and more sustainable energy future. As the demand for energy storage continues to grow, there is an increasing need for engineers and professionals who understand how utility-scale Battery Energy Storage Systems are designed, operated, and integrated into modern power systems.

The BESS: Cell-to-Grid Guide to Utility-Scale Battery Energy Storage Systems is a comprehensive engineering course that provides a complete understanding of Battery Energy Storage Systems-from the basic battery cell to a fully operational utility-scale grid-connected energy storage plant.

This course is designed for electrical engineers, renewable energy professionals, utility engineers, EPC professionals, project developers, consultants, engineering students, and anyone interested in learning about one of the fastest-growing technologies in the power industry.

The course begins with the fundamentals of battery technology and electrochemical principles before introducing different battery chemistries used in modern energy storage applications. You will then learn how battery cells are assembled into modules, packs, racks, and containers to create large-scale Battery Energy Storage Systems.

As the course progresses, you will explore every major subsystem of a utility-scale BESS, including the Battery Management System (BMS), Power Conversion System (PCS), Energy Management System (EMS), SCADA, thermal management, fire protection systems, electrical protection, transformers, switchgear, and balance-of-plant equipment. Each component is explained in a simple and practical manner, allowing you to understand how these systems work together to deliver safe, reliable, and efficient energy storage.

You will also learn how Battery Energy Storage Systems provide essential grid services such as frequency regulation, voltage support, peak shaving, load shifting, energy arbitrage, renewable energy integration, backup power, and black start capability. The course covers BESS project planning, system sizing, engineering design, testing, commissioning, operation, maintenance, troubleshooting, and asset management, along with important international standards, grid codes, and industry best practices.

Throughout the course, complex engineering concepts are explained using clear illustrations, practical examples, and real-world case studies, making the content accessible to both beginners and experienced professionals. The course follows a logicalCell-to-Grid approach, allowing learners to build their knowledge step by step and understand how each component contributes to the overall performance of a utility-scale Battery Energy Storage System.

No prior experience with Battery Energy Storage Systems is required. A basic understanding of electrical engineering concepts is helpful but not mandatory, as every topic is explained from the fundamentals before progressing to advanced concepts.

By the end of this course, you will have the knowledge and confidence to understand, evaluate, design, and support utility-scale Battery Energy Storage System projects. Whether your goal is career advancement, professional development, or expanding your expertise in renewable energy and power systems, this course will provide you with a strong technical foundation in one of the most important technologies shaping the future of the global energy industry.

Enroll today and begin your journey from Battery Cell to Grid, gaining the knowledge and practical skills needed to succeed in the exciting world of Utility-Scale Battery Energy Storage Systems.
Who this course is for
Electrical Engineers who want to build expertise in Battery Energy Storage Systems (BESS) and utility-scale energy storage projects.


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https://www.udemy.com/course/battery-energy-storage-systems-bess-complete-cell-to-grid

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[Slon]

Advanced RAG Engineering: Build Production-Ready Enterprise
Published 8/2026
Created by Arjun Vaid, college of AI
MP4 | Video: h264, 2560x1440 | Audio: AAC, 44.1 KHz, 2 Ch
Level: All Levels | Genre: eLearning | Language: English | Duration: 83 Lectures ( 20h 36m ) | Size: 22.1 GB

Build enterprise RAG with hybrid search, GraphRAG, evaluation, security, governance, and observability



What you'll learn
⚡ Design enterprise RAG architectures that balance retrieval quality, grounding, latency, cost, security, governance, and maintainability.
⚡ Build local ingestion pipelines for PDFs, HTML, Office files, spreadsheets, tables, and scans with metadata, versioning, deduplication, and lineage.
⚡ Apply fixed, recursive, structure-aware, semantic, hierarchical, and parent-child chunking to improve retrieval and context quality.
⚡ Implement hybrid retrieval with keyword search, dense embeddings, metadata filters, Reciprocal Rank Fusion, and CPU-based re-ranking.
⚡ Improve retrieval with query rewriting, multi-query generation, decomposition, HyDE, intent checks, and retrieval routing.
⚡ Build Self-RAG and Corrective RAG workflows with grading, correction, verification, retry limits, cost controls, and abstention.
⚡ Create CPU-friendly GraphRAG pipelines with entities, relationships, resolution, provenance, graph traversal, and multi-hop retrieval.
⚡ Build CPU-only retrieval for OCR, layout-aware parsing, tables, figures, page-level search, modality routing, and visual citations.
⚡ Evaluate RAG systems with golden datasets, retrieval metrics, grounding checks, citation tests, local judges, and regression suites.
⚡ Prepare RAG systems for production with tracing, caching, cost estimation, ACL-aware retrieval, tenant isolation, security, CI/CD, and deployment.

Requirements
❗ Intermediate Python programming experience is recommended.
❗ Basic familiarity with large language models, embeddings, vector search, and standard RAG workflows will be helpful.
❗ Familiarity with REST APIs, JSON, Git, command-line tools, and basic Docker usage is recommended.
❗ A computer capable of running Python and local Docker services is required; 16 GB of system memory is recommended.
❗ No paid AI API, cloud account, managed database, or dedicated GPU is required for the mandatory course demonstrations and Hands on Labs.

Description
This course contains the use of artificial intelligence.

Move beyond basic Retrieval-Augmented Generation demos and learn how to design, build, evaluate, secure, and operate production-ready enterprise RAG systems.

In this hands-on course, you will build an Enterprise Knowledge Intelligence Platform that evolves throughout the curriculum. You will begin with a baseline RAG application and progressively add advanced ingestion, chunking, retrieval, query enhancement, adaptive workflows, graph-based retrieval, multimodal document processing, evaluation, observability, security, and deployment capabilities.

You will learn how to process PDFs, HTML, Office documents, spreadsheets, tables, and scanned files. You will compare fixed, recursive, structure-aware, semantic, hierarchical, and parent-child chunking strategies while preserving metadata, document versions, permissions, and source lineage.

You will implement hybrid retrieval using keyword search, dense embeddings, metadata filters, Reciprocal Rank Fusion, and CPU-compatible cross-encoder re-ranking. You will improve retrieval relevance with query rewriting, multi-query generation, query decomposition, Hypothetical Document Embeddings, intent-preservation checks, and retrieval routing.

The course also covers Self-RAG and Corrective RAG patterns. You will build bounded workflows that grade retrieved evidence, correct failed retrieval, verify generated answers, enforce retry limits, and return grounded no-answer responses when reliable evidence is unavailable.

You will create a CPU-friendly GraphRAG pipeline for entity and relationship modeling, entity resolution, provenance, graph traversal, multi-hop retrieval, and hybrid graph-document search. You will also build a CPU-only multimodal retrieval workflow for OCR, layout-aware parsing, structured tables, figures, page-level search, and visual citations.

To prepare the application for production, you will create golden evaluation datasets and measure Recall@K, Precision@K, MRR, nDCG, grounding, faithfulness, citation quality, latency, and workload. You will add local tracing, caching, context optimization, cost estimation, ACL-aware retrieval, tenant isolation, prompt-injection defenses, deletion workflows, CI/CD quality gates, and containerized deployment.

All mandatory demonstrations and Hands on Labs run locally with open-source tools. No paid AI API, cloud account, managed database, or dedicated GPU is required.

This course is designed for AI engineers, machine learning engineers, software developers, data engineers, platform engineers, solutions architects, MLOps professionals, and technical leads who already understand basic RAG concepts and want to build reliable enterprise AI systems.

Who this course is for
⭐ AI engineers who want to design reliable, measurable, and secure enterprise RAG systems.
⭐ Machine learning engineers responsible for retrieval quality, evaluation, model routing, observability, and production performance.
⭐ Software and backend developers who have built a basic RAG application and want to move beyond simple vector-search demonstrations.
⭐ Data and platform engineers building document-ingestion, indexing, retrieval, evaluation, and deployment pipelines for generative AI applications.
⭐ Solutions architects and technical leads designing RAG platforms for regulated, permission-sensitive, multi-tenant, or business-critical environments.
⭐ MLOps, DevOps, QA, and security professionals responsible for evaluation gates, monitoring, authorization, governance, deployment, and operational controls.
⭐ Technical practitioners seeking hands-on skills in hybrid search, Self-RAG, Corrective RAG, GraphRAG, multimodal retrieval, and production readiness.


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