Python for AI

• Level: Beginner
• Duration: 6 weeks
• Category: Artificial Intelligence

Learn the Python you need before machine learning: clean code, working with data in NumPy and pandas, and charts. No programming background needed.

What you will learn

• Write and debug Python programs with confidence
• Clean, analyse and chart real datasets with NumPy, pandas and Matplotlib
• Call web APIs and work with JSON
• Finish a small data analysis project for your portfolio

Topics covered

• Python basics
• Data structures
• Functions and modules
• Object-oriented Python
• NumPy
• pandas
• Matplotlib
• Jupyter notebooks
• APIs and JSON
• Git and GitHub
• Mini project