Udemy - RAG (Retrieval-Augmented Generation) and Private AI Strategy

  • CategoryOther
  • TypeTutorials
  • LanguageEnglish
  • Total size1.6 GB
  • Uploaded Byfreecoursewb
  • Downloads12
  • Last checkedFeb. 12th '26
  • Date uploadedFeb. 12th '26
  • Seeders 1
  • Leechers9

Infohash : AB8217EF8ED157CC3A488D37E49E0E152F181332

RAG (Retrieval-Augmented Generation) & Private AI Strategy

https://WebToolTip.com

Published 1/2026
Created by Data Universe
MP4 | Video: h264, 1920x1080 | Audio: AAC, 44.1 KHz, 2 Ch
Level: All | Genre: eLearning | Language: English | Duration: 26 Lectures ( 2h 11m ) | Size: 1.6 GB

Master Vector Databases, Semantic Search & Data Prep. Mitigate Hallucinations & chat with your Private Data securely.

What you'll learn
✓ Understand how RAG bridges the gap between generic AI models and your company's private data to provide accurate, business-specific answers without retraining
✓ Identify and evaluate high-impact use cases for RAG within your organization, from customer support bots to internal knowledge management assistants
✓ Learn the fundamental components of RAG, including document preparation, vector databases, and retrieval, to communicate effectively with technical teams
✓ Build a strategic roadmap and business case for RAG implementation, ensuring data privacy, security, and measurable ROI for your AI initiatives
✓ Master the criteria to select and prepare internal documents, ensuring high-quality data input for reliable and relevant AI-generated responses
✓ Understand the importance of vector databases and semantic search in the RAG architecture to improve information retrieval beyond keyword matching
✓ Mitigate AI hallucinations and security risks by implementing verification layers and citing sources to maintain trust and accuracy in business outputs
✓ Learn to evaluate RAG system performance using specific metrics to ensure your AI assistant evolves with your organization’s knowledge and needs

Requirements
● This course is designed for everyone and requires no previous technical background or programming skills because we explain every concept from a functional and business perspective
● Having basic business notions and a general familiarity with office software is helpful but not mandatory for successfully completing all the lessons and exercises
● You only need a standard computer and a basic curiosity

Files:

[ WebToolTip.com ] Udemy - RAG (Retrieval-Augmented Generation) and Private AI Strategy
  • Get Bonus Downloads Here.url (0.2 KB)
    • ~Get Your Files Here ! 1 - Introduction to RAG The Missing Piece in Enterprise AI
    • 1. The Problem Why ChatGPT Doesn't Know Your Company.mp4 (45.1 MB)
    • 2. What Goes Wrong Hallucinations Outdated Info Generic Answers.mp4 (48.4 MB)
    • 3. The Solution RAG Brings Your Documents to AI.mp4 (67.0 MB)
    2 - What is RAG Core Concepts Without the Math
    • 4. The Two Step Process Retrieve Then Generate.mp4 (66.9 MB)
    • 5. How RAG Finds Relevant Information (Embeddings Explained Simply).mp4 (87.8 MB)
    • 6. Why RAG Reduces Hallucinations and Improves Accuracy.mp4 (109.4 MB)
    3 - Business Benefits Accuracy Control and Up to Date Knowledge
    • 10. Traceability Citations and Source References.mp4 (49.6 MB)
    • 7. Accuracy Answers Grounded in Your Documents.mp4 (65.6 MB)
    • 8. Control You Decide What Data AI Can Access.mp4 (97.7 MB)
    • 9. Always Current Update Documents Not Models.mp4 (36.2 MB)
    4 - How Non Technical People Can Use RAG TODAY
    • 11. Category 1 Personal RAG (Ad hoc Tools).mp4 (42.7 MB)
    • 12. Category 2 Corporate Search Engines (Enterprise Search).mp4 (62.4 MB)
    • 13. Category 3 RAG Builders (Low Code Custom).mp4 (38.3 MB)
    • 14. Decision Framework Which Category Do You Need.mp4 (26.8 MB)
    5 - Enterprise Use Cases for RAG
    • 15. Internal Knowledge Bases HR IT Operations Manuals.mp4 (79.3 MB)
    • 16. Customer Support Technical Documentation and Product Guides.mp4 (68.9 MB)
    • 17. Research and Analysis Legal Compliance Market Research.mp4 (73.4 MB)
    • 18. Sales Enablement RFP Responses Competitive Intelligence.mp4 (55.2 MB)
    • 19. Mini Exercise Identify 3 Document Heavy Processes in Your Company.mp4 (31.3 MB)
    6 - Limitations and When RAG Isn't Enough
    • 20. Retrieval Quality Garbage In Garbage.mp4 (44.1 MB)
    • 21. Context Window Limits Too Much or Too Little Information.mp4 (36.8 MB)
    • 22. When to Use RAG vs Fine Tuning vs Hybrid Approaches.mp4 (39.9 MB)
    7 - Working with Teams RAG Implementation Without Coding
    • 23. How to Specify RAG Requirements to IT Teams.mp4 (83.9 MB)
    • 24. Document Preparation What Makes Good RAG Data.mp4 (112.7 MB)
    • 25. Common Platforms Pinecone Weaviate LangChain (High Level).mp4 (87.4 MB)
    • 26. Course Recap What have we learnt.mp4 (67.6 MB)
    • Bonus Resources.txt (0.1 KB)

Code:

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