AI & ML Live Online Intermediate Certificate

Vector Databases & Embeddings Workshop

Azure AI Search, Pinecone concepts, and embedding strategies

Deep dive on embeddings, vector indexes, similarity search, and choosing the right vector store.

4 Weeks (28 hours) 4 modules 30 seats English
Vector Databases & Embeddings Workshop
₹12,999₹19,999

New batch every month

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Course curriculum

Models, dimensions, normalization.

  • Embeddings
  • OpenAI ada

HNSW, IVF, cosine vs dot product.

  • HNSW
  • Similarity

Azure AI Search, Qdrant, Redis vectors.

  • Vector DB
  • Azure Search

Semantic search mini product.

  • Project
  • Search UI

What you will learn

  • Generate and store embeddings
  • Choose vector index strategies
  • Implement semantic search
  • Compare vector databases

Prerequisites

  • Basic AI/LLM awareness

Tools & technologies

Azure OpenAI EmbeddingsAzure AI SearchPython/.NET SDKs

Instructor

Sandeep Pal

Senior Software Engineer & Mentor

Register for this batch

Course enquiry

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