Master Generative AI

Learn Generative AI & Production ML Like Never Before

A comprehensive step-by-step learning roadmap with 130+ real projects. From AI fundamentals to production systems—built to accelerate your AI journey.

7 Levels

Progressive Learning

4 Paths

Career Tracks

130+ Projects

Hands-On Building

🎯

Clear Progression

From prerequisites to specialization in a logical progression with clear milestones.

💻

Hands-On Learning

Every concept includes code. Build real projects and deploy to production.

📈

Multiple Paths

Choose your specialization: App Dev, Engineer, Researcher, or Product Manager.

Your Learning Path

Progress through 7 carefully designed levels, each building on the previous one.

Beginner

Environment & Foundations

Set up your environment, then start with the latest quickstarts for OpenAI Agents, GPT-5.4 mini/nano, and Gemini Flash Live.

⏱️ 4 hours→

Beginner

LLM Fundamentals & APIs

Understand how LLMs work and start building with GPT-5.5, Claude Opus 4.7, and Promptfoo-based eval workflows.

⏱️ 1-2 weeks→

Intermediate

Building Simple GenAI Applications

Create interactive GenAI apps using GPT-5.4, Gemini 3.1 Flash-Lite, and Gemma 4 for structured outputs and routing.

⏱️ 2-3 weeks→

Intermediate

RAG Systems & Intelligent Agents

Build retrieval-augmented generation systems and multi-step autonomous agents with modern tracing and handoffs.

⏱️ 3-4 weeks→

Advanced

Production Systems & Deployment

Deploy GenAI applications at scale with monitoring, evaluation, benchmarking, and guardrails.

⏱️ 3-4 weeks→

Advanced

Advanced GenAI Techniques

Master long-context reasoning, multimodal systems, and advanced optimization with GPT-5.5, Claude Opus 4.7, and Gemma 4.

⏱️ 4-5 weeks→

Advanced

Choose Your Specialization Path

Deep dive into app development, engineering, research, or product using the latest agents, benchmarks, and coding models.

⏱️ 8-14 weeks→

Ready to Master Generative AI?

Start with the foundations or jump to the roadmap. Either way, you'll be building real AI applications by the end of Level 2.