From Python to Production AI
This 36-week course takes you from Python and the math behind machine learning to deploying AI agents in production. You will learn classical machine learning, deep learning with PyTorch, how Transformers and large language models work, and how to build retrieval-augmented generation (RAG) systems and multi-agent assistants. Along the way you complete four hands-on projects and finish with a deployed, monitored AI application.
Instructor
Eng. Ziroh Katana Mae
Course Content
6 lessons
Foundations: Python, tooling and math
3960 min
Core machine learning
3960 min
Deep learning and computer vision
3960 min
Transformers and large language models
3960 min
Embeddings, RAG and AI agents
3960 min
MLOps, serving and infrastructure
3960 min
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This course includes:
- 6 lessons
- Access on mobile and desktop
- Certificate of completion
- Lifetime access
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