Udemy - RAG (Retrieval-Augmented Generation) and Private AI Strat...
- Category Other
- Type Tutorials
- Language English
- Total size 1.6 GB
- Uploaded By freecoursewb
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- Last checked 1 month ago
- Date uploaded 1 month ago
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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)
- 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)
- 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)
- 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)
- 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)
- 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)
- 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)
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