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Course Syllabus

AI Python for Beginners is a sequence of 0 connected courses. You can navigate to the other courses by clicking on the cards below

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You know what vector embeddings are, how to search through your data using vector, keyword and hybrid search. You also know all about HNSW and the kind of applications you can build with a vector database. I can't wait to see what kind of applications you will build!

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Vector Databases: from Embeddings to Applications

Introduction

How to Obtain Vector Representations of Data

Search for Similar Vectors

Approximate nearest neighbours

Vector Databases

Sparse, Dense, and Hybrid Search

Application - Multilingual Search

Conclusion

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