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Build Fast with AIMaster 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.

0
Beginner

Environment & Foundations

Set up your development environment and learn the basics of APIs and Python.

⏱️ 4 hours→
1
Beginner

LLM Fundamentals & APIs

Understand how LLMs work and start building with OpenAI/Anthropic APIs.

⏱️ 1-2 weeks→
2
Intermediate

Building Simple GenAI Applications

Create interactive GenAI apps using LangChain and Streamlit.

⏱️ 2-3 weeks→
3
Intermediate

RAG Systems & Intelligent Agents

Build retrieval-augmented generation systems and multi-step autonomous agents.

⏱️ 3-4 weeks→
4
Advanced

Production Systems & Deployment

Deploy GenAI applications at scale with monitoring and robustness.

⏱️ 3-4 weeks→
5
Advanced

Advanced GenAI Techniques

Master fine-tuning, multimodal systems, and advanced optimization.

⏱️ 4-5 weeks→
6
Advanced

Choose Your Specialization Path

Deep dive into your specific domain of interest: App Development, Engineering, Research, or Product.

⏱️ 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.

Build Fast with AIBuild Fast with AI

A comprehensive learning path for mastering Generative AI and Production ML.

Resources

  • Roadmap
  • Resources
  • Documentation

Specializations

  • View All Paths
  • App Developer
  • AI Engineer

Links

  • GitHub
  • Official Site

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