[ WebToolTip.com ] Udemy - Mastering Vector Databases and Embedding Models in 2025

File Name

Size

Get Bonus Downloads Here.url

180 B

~Get Your Files Here !/1 - Foundations of Embeddings & Similarity/1. What Are Embeddings.en_US.srt

5.5 kB

~Get Your Files Here !/1 - Foundations of Embeddings & Similarity/1. What Are Embeddings.mp4

12 MB

~Get Your Files Here !/1 - Foundations of Embeddings & Similarity/2. Section 1 Notebook.html

5.4 kB

~Get Your Files Here !/1 - Foundations of Embeddings & Similarity/2. Section1_Notebook.ipynb.bin

307 kB

~Get Your Files Here !/1 - Foundations of Embeddings & Similarity/3. Creating & Visualizing Embeddings with Sentence Transformers.en_US.srt

7.3 kB

~Get Your Files Here !/1 - Foundations of Embeddings & Similarity/3. Creating & Visualizing Embeddings with Sentence Transformers.mp4

55 MB

~Get Your Files Here !/1 - Foundations of Embeddings & Similarity/4. Understanding Vector Similarity Metrics.en_US.srt

8.1 kB

~Get Your Files Here !/1 - Foundations of Embeddings & Similarity/4. Understanding Vector Similarity Metrics.mp4

36 MB

~Get Your Files Here !/1 - Foundations of Embeddings & Similarity/5. Creating a Mini-Search Engine Using Embeddings.en_US.srt

3.4 kB

~Get Your Files Here !/1 - Foundations of Embeddings & Similarity/5. Creating a Mini-Search Engine Using Embeddings.mp4

13 MB

~Get Your Files Here !/2 - Choosing and Using Embedding Models/10. Fine-Tuning Embedding Models with Contrastive Loss.en_US.srt

16 kB

~Get Your Files Here !/2 - Choosing and Using Embedding Models/10. Fine-Tuning Embedding Models with Contrastive Loss.mp4

117 MB

~Get Your Files Here !/2 - Choosing and Using Embedding Models/10. Fine_Tuning_Embedding_Models.ipynb.bin

258 kB

~Get Your Files Here !/2 - Choosing and Using Embedding Models/6. Embedding_Models_Tokenizer_&_Architecture.ipynb.bin

33 kB

~Get Your Files Here !/2 - Choosing and Using Embedding Models/6. Understanding Embedding Models Tokenizer & Architecture.en_US.srt

16 kB

~Get Your Files Here !/2 - Choosing and Using Embedding Models/6. Understanding Embedding Models Tokenizer & Architecture.mp4

102 MB

~Get Your Files Here !/2 - Choosing and Using Embedding Models/7. Evaluating and Selecting Text Embedding Models.en_US.srt

8.3 kB

~Get Your Files Here !/2 - Choosing and Using Embedding Models/7. Evaluating and Selecting Text Embedding Models.mp4

59 MB

~Get Your Files Here !/2 - Choosing and Using Embedding Models/8. Multimodal Models - A Brief Overview.en_US.srt

5.0 kB

~Get Your Files Here !/2 - Choosing and Using Embedding Models/8. Multimodal Models - A Brief Overview.mp4

14 MB

~Get Your Files Here !/2 - Choosing and Using Embedding Models/9. Multimodal_Embeddings.ipynb.bin

120 kB

~Get Your Files Here !/2 - Choosing and Using Embedding Models/9. Working with Multimodal Models in Transformers.en_US.srt

9.2 kB

~Get Your Files Here !/2 - Choosing and Using Embedding Models/9. Working with Multimodal Models in Transformers.mp4

57 MB

~Get Your Files Here !/3 - How Vector Databases Work/11. Introduction to Vector Database Indexing & Retrieval Strategies.en_US.srt

6.8 kB

~Get Your Files Here !/3 - How Vector Databases Work/11. Introduction to Vector Database Indexing & Retrieval Strategies.mp4

18 MB

~Get Your Files Here !/3 - How Vector Databases Work/12. HNSW - Indexing & Retrieval Explained.en_US.srt

8.6 kB

~Get Your Files Here !/3 - How Vector Databases Work/12. HNSW - Indexing & Retrieval Explained.mp4

22 MB

~Get Your Files Here !/3 - How Vector Databases Work/13. FAISS_Implementations.ipynb.bin

163 kB

~Get Your Files Here !/3 - How Vector Databases Work/13. Section 3 Notebook.html

5.4 kB

~Get Your Files Here !/3 - How Vector Databases Work/14. HNSW Implementation in FAISS.en_US.srt

8.8 kB

~Get Your Files Here !/3 - How Vector Databases Work/14. HNSW Implementation in FAISS.mp4

64 MB

~Get Your Files Here !/3 - How Vector Databases Work/15. IVF - Indexing & Retrieval Explained.en_US.srt

7.5 kB

~Get Your Files Here !/3 - How Vector Databases Work/15. IVF - Indexing & Retrieval Explained.mp4

20 MB

~Get Your Files Here !/3 - How Vector Databases Work/16. IVF Implementation in FAISS.en_US.srt

3.4 kB

~Get Your Files Here !/3 - How Vector Databases Work/16. IVF Implementation in FAISS.mp4

17 MB

~Get Your Files Here !/4 - Vector Databases Landscape & Applications/17. Overview of Vector Database Landscape + Pinecone Introduction.en_US.srt

7.1 kB

~Get Your Files Here !/4 - Vector Databases Landscape & Applications/17. Overview of Vector Database Landscape + Pinecone Introduction.mp4

20 MB

~Get Your Files Here !/4 - Vector Databases Landscape & Applications/18. Section 4 Notebook.html

5.4 kB

~Get Your Files Here !/4 - Vector Databases Landscape & Applications/18. VectorDB_Applications.ipynb.bin

205 kB

~Get Your Files Here !/4 - Vector Databases Landscape & Applications/19. Semantic Search with Pinecone.en_US.srt

11 kB

~Get Your Files Here !/4 - Vector Databases Landscape & Applications/19. Semantic Search with Pinecone.mp4

61 MB

~Get Your Files Here !/4 - Vector Databases Landscape & Applications/20. Retrieval Augmented Generation (RAG) with Pinecone.en_US.srt

7.7 kB

~Get Your Files Here !/4 - Vector Databases Landscape & Applications/20. Retrieval Augmented Generation (RAG) with Pinecone.mp4

26 MB

~Get Your Files Here !/4 - Vector Databases Landscape & Applications/21. Recommender Systems with Pinecone.en_US.srt

6.3 kB

~Get Your Files Here !/4 - Vector Databases Landscape & Applications/21. Recommender Systems with Pinecone.mp4

56 MB

~Get Your Files Here !/4 - Vector Databases Landscape & Applications/22. Bonus Lecture - Free AI Research Newsletter.en_US.srt

4.4 kB

~Get Your Files Here !/4 - Vector Databases Landscape & Applications/22. Bonus Lecture - Free AI Research Newsletter.mp4

20 MB

~Get Your Files Here !/Bonus Resources.txt

70 B