Python Foundations
- Introduction to Python
- Data Structures and Control Flow
- Functions, Modules, and Packages
- Working with Libraries: NumPy, Pandas
- Data Visualization with Matplotlib/Seaborn
- Basics of APIs and JSON Handling
Introduction to AI
- Introduction to AI
- Understanding Machine Learning
- Neural Networks and Deep Learning
- Key Concepts: Supervised vs. Unsupervised Learning, Reinforcement Learning
- Azure AI Services
- Prepare to develop AI solutions on Azure
- Create and consume Azure AI services
- Monitor Azure AI services