Intermediate12 hrs
Foundations of Machine Learning
Regression, trees, and the math that actually matters.
Catalog
Fourteen courses. One coherent path.
Every course is built around labs you actually run. Start anywhere — we'll tell you the prerequisites before you commit an evening to it.
Advanced18 hrs
Applied LLM Engineering
RAG, agents, and evaluation with production patterns.
Beginner8 hrs
Deep Learning in PyTorch
From tensors to your first trained CNN, step by step.
The rest of the catalog
Advanced14 hrs
MLOps & Model Serving
Ship, monitor, and roll back models without drama.
Intermediate10 hrs
Computer Vision Essentials
Convolutions, augmentation, and detection in practice.
Beginner6 hrs
Data Wrangling for AI
Clean, label, and split data so your metrics mean something.
Beginner5 hrs
Prompt & Context Engineering
Structured prompting, tool schemas, and context budgets.
Intermediate7 hrs
AI Product Strategy
Scoping, evaluation, and pricing for AI features.
Intermediate6 hrs
Responsible AI & Governance
Risk, bias testing, and documentation that survives audit.
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