Career path
Data Scientist
Turn data into insight with Python, statistics, and machine learning.
8 courses 46 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
2Getting Started with pandasLearn pandas from scratch: core concepts, setup, and building your first real thing with it.beginner
3Getting Started with NumPyLearn NumPy from scratch: core concepts, setup, and building your first real thing with it.beginner
4Introduction to Data ScienceA clear, hands-on introduction to Data Science — the concepts, tools, and workflow you need to get productive.beginner
5Introduction to Machine LearningA clear, hands-on introduction to Machine Learning — the concepts, tools, and workflow you need to get productive.beginner
6Data Science in PracticeApply Data Science to real problems with practical, end-to-end workflows and the tools used across the industry.intermediate
7Advanced Machine LearningGo deep on Machine Learning: advanced techniques, scale, and the decisions senior engineers make every day.advanced
8Technical Interviews Career TrackEverything you need to work professionally in Technical Interviews: the skills, the workflow, and how to land and grow in the role.all levels