AI & ML Live Online Intermediate Certificate

Learn deep. Build real. Get job-ready.

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 total
Next batch TBA New batch every month
30 seats English
₹12,999 Was ₹19,999
See curriculum

Team follows up within 24h · Track from Dashboard · Certificate on completion

Live & project-based

Live Online training with structured modules — not random YouTube playlists.

Job-ready skills

Curriculum framed for real roles in AI & ML — interviews, portfolios, and shipping.

Certificate included

Earn a shareable Toolliyo certificate on completion.

Limited batch seats

30 seats — register early for the next batch.

Why this course

What you’ll walk away with

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

What you will gain

Structured curriculum

Progress from fundamentals to production workflows with clear module milestones.

Hands-on builds

Implement features the way teams do — APIs, UI, auth, data, and deployment thinking.

Live mentor access

Ask questions while concepts are being built — not after you’ve already been stuck for days.

Career next steps

Pair this course with Toolliyo tutorials, coding practice, and interview prep.

Proof of learning

Certificate PDF + verify link for LinkedIn and your resume.

Hiring focus

Syllabus aligned to what hiring managers actually ask.

Credential

Earn a Toolliyo certificate

Complete this training and get a shareable credential — PDF for LinkedIn/resume plus a public verify link.

  • Included with course completion
  • PDF download for LinkedIn & resume
  • Verifiable online with credential ID
Curriculum

Course modules

Designed from fundamentals to professional delivery — open each module for skills you’ll practice.

1 Embeddings Explained 8h
Foundation (Fresher Friendly)

Models, dimensions, normalization.

Hands-on focus: Embeddings, OpenAI ada.

Skills you will practice
  • Embeddings
  • OpenAI ada
2 Vector Indexes 8h
Applied Skills (Junior Level)

HNSW, IVF, cosine vs dot product.

Hands-on focus: HNSW, Similarity.

Skills you will practice
  • HNSW
  • Similarity
3 Vector Stores 6h
Professional Workflows (Mid Level)

Azure AI Search, Qdrant, Redis vectors.

Hands-on focus: Vector DB, Azure Search.

Skills you will practice
  • Vector DB
  • Azure Search
4 Hands-on Project 6h
Advanced Implementation (Experienced Level)

Semantic search mini product.

Hands-on focus: Project, Search UI.

Skills you will practice
  • Project
  • Search UI
Stack

Tools & technologies

Azure OpenAI EmbeddingsAzure AI SearchPython/.NET SDKs
Fit check

Who this is for

Perfect if you…

  • Want live clarity over endless self-paced videos
  • Are preparing for interviews or a real project
  • Learn faster by building with a mentor

Prerequisites

  • Basic AI/LLM awareness
Mentor

Learn from someone who’s shipped it

Sandeep Pal

Senior Software Engineer & Mentor

Teaches practical engineering on Toolliyo — interviews, APIs, .NET, and career systems that help you get hired.

FAQ

Before you register

Yes. The curriculum is designed for intermediate learners with guided progression from fundamentals to implementation.

Yes — completion certification is included. Practical work is covered through the modules and projects in the syllabus.

Use Register on this page. You’ll get confirmation on-screen and can track the course from your Dashboard. Our team follows up with batch timing and onboarding (including fees).
₹12,999 4 Weeks
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