Vector Databases: from Embeddings to Applications

Instructor: Sebastian Witalec

What you'll learn

  •   Build efficient, practical applications including hybrid and multilingual searches, for diverse industries.
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  •   Understand vector databases and use them to develop GenAI applications without needing to train or fine-tune an LLM yourself.
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  •   Learn to discern when best to apply a vector database to your application.
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    • Skills you'll practice

  •   Data Mining
  •   Algorithms
  •   NoSQL
  •   Generative AI
  •   Large Language Modeling
  •   Semantic Web
  •   Databases
  •   Database Systems
  •   Applied Machine Learning
  •   Unsupervised Learning

    • Building Applications with Vector Databases

    Vector Database Fundamentals

    Essential Concepts of Vector Databases

    Vector Databases: An Introduction with Chroma DB

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