Learning path
ML Engineer
Train, evaluate, deploy and monitor machine-learning and deep-learning models.
L3 · AdvancedtoL5 · Research4 courses~9 h
What you’ll be able to do
- Explain how models learn from data and the difference between training and inference.
- Work through neural networks and backpropagation from first principles.
- Connect deep-learning fundamentals to modern architectures and multimodal models.
- Operate, evaluate and monitor models in production (MLOps/LLMOps).
Your course sequence
Work through these courses in order. Each lesson links straight into the reader.
- 1
Understand what AI is and how machines learn, no math or code required.
- 2
How large language models turn text into tokens, attention, and predictions.
- 3
From how networks learn to where AI is going.
- 4
Make a model fit, serve it fast, keep it working, and prove it improved.