Artificial Intelligence Intermediate Live Classes

Certification in Generative AI

Intensive 6-month Gen AI certification covering LLMs, prompt engineering, RAG and fine-tuning, with a production capstone and career support.

4.9 700 enrolled 6 months · 240+ live learning hours Certificate
Overview
Curriculum
Instructor
FAQ

Program Overview

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 learn

  • 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

PythonHugging FaceOpenAI APILangChainLlamaIndexPinecone

Hands-on Projects

  • Production RAG assistant capstone
  • Fine-tuned task-specific model

Career Outcomes

Generative AI EngineerLLM Application DeveloperAI Engineer

Complimentary software included

Enroll in this course and get these professional tools free — licenses and access are provided as part of the program, at no extra cost.

OpenAI API Credits LLM API

Build LLM applications.

Hugging Face Pro Model Hub

Models, datasets and inference.

GPU Cloud Credits Compute

Fine-tune and run models.

LangSmith LLMOps

Trace and evaluate pipelines.

Pinecone Starter Vector DB

Vector database for RAG.

Curriculum

Deep Learning Refresher
  • Neural nets
  • Training
Transformers & LLM Foundations
  • Attention
  • Tokenization
Prompt Engineering
  • Prompt patterns
  • Structured output
Retrieval-Augmented Generation
  • Chunking
  • Retrieval
  • Grounding
Vector Databases & Embeddings
  • Embeddings
  • Vector DBs
Fine-Tuning & PEFT
  • LoRA
  • Adapters
Evaluation & Guardrails
  • Evals
  • Guardrails
LLMOps & Deployment
  • Serving
  • Scaling
Responsible AI
  • Safety
  • Bias
Capstone & Career Readiness
  • Capstone
  • Portfolio

Marcus Lee

AI Engineering Lead

Built GenAI products used by millions.

Certificate

Verified Certification in Generative AI with capstone review.

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