Career path
Machine Learning Engineer
Build, train, and ship machine learning systems.
8 courses 50 hr total
Your roadmap
1Python FoundationsStart Python from zero. Set up your environment, learn the core syntax, and write your first working programs with confidence.beginner
2Introduction to Machine LearningA clear, hands-on introduction to Machine Learning — the concepts, tools, and workflow you need to get productive.beginner
3Introduction to Deep LearningA clear, hands-on introduction to Deep Learning — the concepts, tools, and workflow you need to get productive.beginner
4Getting Started with PyTorchLearn PyTorch from scratch: core concepts, setup, and building your first real thing with it.beginner
5Getting Started with TensorFlowLearn TensorFlow from scratch: core concepts, setup, and building your first real thing with it.beginner
6Advanced Deep LearningGo deep on Deep Learning: advanced techniques, scale, and the decisions senior engineers make every day.advanced
7MLOps in PracticeApply MLOps to real problems with practical, end-to-end workflows and the tools used across the industry.intermediate
8Machine Learning: Hands-On ProjectsBuild real Machine Learning projects from scratch and assemble a portfolio that proves your skills.intermediate