Udemy - The Power of Vector Databases for Absolute Beginners

  • CategoryOther
  • TypeTutorials
  • LanguageEnglish
  • Total size507 MB
  • Uploaded Byfreecoursewb
  • Downloads254
  • Last checkedJun. 21st '26
  • Date uploadedJun. 19th '26
  • Seeders 19
  • Leechers2

Infohash : 3D464CFD721D01D48573CC247C4763C5DBC6F4D2

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!

Files:

[ WebToolTip.com ] Udemy - The Power of Vector Databases for Absolute Beginners
  • Get Bonus Downloads Here.url (0.2 KB)
    • ~Get Your Files Here ! 1 - Getting Started
    • 1. Welcome.en_US.srt (1.3 KB)
    • 1. Welcome.mp4 (36.3 MB)
    • 2. A Few Recommendations.html (6.3 KB)
    2 - The World of Vectors
    • 1. Quiz #1 - Vectors.html (30.0 KB)
    • 10. Summary.en_US.srt (6.3 KB)
    • 10. Summary.mp4 (35.8 MB)
    • 3. Introduction.en_US.srt (0.9 KB)
    • 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)
    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 (5.0 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 (0.7 KB)
    • 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 (1.0 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 (45.0 KB)
    • 25. The World of Vectors.xmind.bin (286.7 KB)
    • 25. Vector Databases -.pdf (45.0 KB)
    • 25. Vector Databases.xmind.bin (229.5 KB)
    • Bonus Resources.txt (0.1 KB)

Code:

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