AI & ML
Machine Learning
A mathematical and algorithmic journey through the systems that learn from data, from linear models to deep neural architectures.
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Course progress
Course overview
Course outline
Follow the modules in order for a guided path, or open any lesson directly. Each module groups a connected set of concepts.
Modules
6 modules · 23 lessons-
01Introduction & Foundations
3 lessons -
02Machine Learning Workflows
1 lessons -
03Supervised Learning
9 lessons -
04Unsupervised Learning
2 lessons -
05Deep Learning
4 lessons -
06MLOps & System Deployment
4 lessons