Certification in Generative AI

About this program

A focused 6-month certification for building real Generative AI applications. Across 240+ live hours and 10 modules you cover transformers, LLMs, prompt engineering, RAG, fine-tuning and deployment, culminating in a production GenAI capstone. Includes mentorship, certification, and LLM API and compute credits.

What you'll be able to do

• Understand transformers and LLM fundamentals
• Engineer effective prompts and RAG pipelines
• Fine-tune models for custom tasks
• Deploy and evaluate GenAI applications
• Ship a production GenAI capstone

Tools you'll use

1. 01
   Deep Learning Refresher2 topics

   • Neural nets
   • Training
2. 02
   Transformers & LLM Foundations2 topics

   • Attention
   • Tokenization
3. 03
   Prompt Engineering2 topics

   • Prompt patterns
   • Structured output
4. 04
   Retrieval-Augmented Generation3 topics

   • Chunking
   • Retrieval
   • Grounding
5. 05
   Vector Databases & Embeddings2 topics

   • Embeddings
   • Vector DBs
6. 06
   Fine-Tuning & PEFT2 topics

   • LoRA
   • Adapters
7. 07
   Evaluation & Guardrails2 topics

   • Evals
   • Guardrails
8. 08
   LLMOps & Deployment2 topics

   • Serving
   • Scaling
9. 09
   Responsible AI2 topics

   • Safety
   • Bias
10. 10
    Capstone & Career Readiness2 topics

    • Capstone
    • Portfolio
11. Certificate

    Verified Certification in Generative AI with capstone review.

Projects you'll build

Hands-on work reviewed by your mentor. Together they become your portfolio.

1. P1Production RAG assistant capstone
2. P2Fine-tuned task-specific model

Where it can take you

Roles this program prepares you for:

Your mentor

From learners

Questions