| Bonus Resources.txt | 102.4 B | ||
| Get Bonus Downloads Here.url | 204.8 B | ||
| ~Get Your Files Here ! | |||
| 1 - Getting Started | |||
| 1. Welcome.en_US.srt | 1.3 KB | ||
| 1. Welcome.mp4 | 36.3 MB | ||
| 2 - The World of Vectors | |||
| 1. Quiz #1 - Vectors.html | 30 KB | ||
| 10. Summary.en_US.srt | 6.3 KB | ||
| 10. Summary.mp4 | 35.8 MB | ||
| 3 - Vector Databases | |||
| 11. Introduction.en_US.srt | 1.9 KB | ||
| 11. Introduction.mp4 | 38.2 MB | ||
| 12. Structured and Unstructured Data.en_US.srt | 6.7 KB | ||
| 12. Structured and Unstructured Data.mp4 | 19.7 MB | ||
| 13. Vector Databases.en_US.srt | 5 KB | ||
| 13. Vector Databases.mp4 | 12.9 MB | ||
| 14. The Vector Search Workflow.en_US.srt | 4.8 KB | ||
| 14. The Vector Search Workflow.mp4 | 10.5 MB | ||
| 15. Selecting a Vector Database.en_US.srt | 5.8 KB | ||
| 15. Selecting a Vector Database.mp4 | 12.8 MB | ||
| 16. Summary.en_US.srt | 5.3 KB | ||
| 16. Summary.mp4 | 14.9 MB | ||
| 2. Quiz #2 - Vector Databases.html | 28.5 KB | ||
| 4 - Market Use Cases with Vector DBs | |||
| 17. Introduction.en_US.srt | 716.8 B | ||
| 17. Introduction.mp4 | 17.4 MB | ||
| 18. #1 - Semantic Search.en_US.srt | 7.2 KB | ||
| 18. #1 - Semantic Search.mp4 | 17.4 MB | ||
| 19. #2 - Recommendation Systems.en_US.srt | 7.5 KB | ||
| 19. #2 - Recommendation Systems.mp4 | 18.9 MB | ||
| 20. #3 – Retrieval-Augmented Generation (RAG).en_US.srt | 10.5 KB | ||
| 20. #3 – Retrieval-Augmented Generation (RAG).mp4 | 25.4 MB | ||
| 21. #4 - Anomaly Detection.en_US.srt | 3.8 KB | ||
| 21. #4 - Anomaly Detection.mp4 | 16.2 MB | ||
| 22. #5 - Visual Search.en_US.srt | 2.9 KB | ||
| 22. #5 - Visual Search.mp4 | 8.6 MB | ||
| 5 - Course Summary | |||
| 23. Let’s Recap.en_US.srt | 10.9 KB | ||
| 23. Let’s Recap.mp4 | 64.9 MB | ||
| 24. Thank You!.en_US.srt | 1 KB | ||
| 24. Thank You!.mp4 | 2.8 MB | ||
| 25. BONUS.html | 8.2 KB | ||
| 25. Section 05 - Course Summary.pdf | 2.1 MB | ||
| 25. The World of Vectors -.pdf | 45 KB | ||
| 25. The World of Vectors.xmind.bin | 286.7 KB | ||
| 25. Vector Databases -.pdf | 45 KB | ||
| 25. Vector Databases.xmind.bin | 229.5 KB | ||
| 3. Introduction.en_US.srt | 921.6 B | ||
| 3. Introduction.mp4 | 34.5 MB | ||
| 4. AI, ML, DP and Gen AI.en_US.srt | 6.2 KB | ||
| 4. AI, ML, DP and Gen AI.mp4 | 35.9 MB | ||
| 5. The Concept of Vectors.en_US.srt | 8.8 KB | ||
| 5. The Concept of Vectors.mp4 | 17.5 MB | ||
| 6. Vector Embeddings with AI.en_US.srt | 6.9 KB | ||
| 6. Vector Embeddings with AI.mp4 | 18.7 MB | ||
| 7. Embedding Models.en_US.srt | 6.6 KB | ||
| 7. Embedding Models.mp4 | 16.1 MB | ||
| 8. Similarity Metrics.en_US.srt | 5.1 KB | ||
| 8. Similarity Metrics.mp4 | 11.1 MB | ||
| 9. Vector Search.en_US.srt | 5.3 KB | ||
| 9. Vector Search.mp4 | 17.9 MB | ||
| 2. A Few Recommendations.html | 6.3 KB |
The Power of Vector Databases for Absolute Beginners
https://WebToolTip.com
Last updated 6/2025
Created by Idan Gabrieli
MP4 | Video: h264, 1920x1080 | Audio: AAC, 44.1 KHz, 2 Ch
Level: Beginner | Genre: eLearning | Language: English + subtitle | Duration: 25 Lectures ( 2h 0m ) | Size: 507.1 MB
Master the Basics of Feature Vector, Vector Embeddings, Vector Search, and Vector Databases for AI Applications
What you'll learn
⚡ Understand the Concept of Vectorizing Unstructured Data
⚡ Explore Vector Spaces and Similarity Metrics
⚡ Learn the Fundamentals of Vector Search
⚡ Discover Vector Databases
⚡ Use Case: Semantic Search
⚡ Use Case: Recommendation Systems
⚡ Use Case: LLMs and Retrieval-Augmented Generation (RAG)
⚡ Use Case: Anomaly Detection
⚡ Use Case: Image and Video Search
Requirements
❗ Fundamentals of Artificial Intelligence and LLMs
❗ A nice coffee or tea with a side fruit to boost your energy!
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