There are several excellent free resources to learn Python programming and its application in Artificial Intelligence (AI). Here are some of the best options:
1. Python.org Official Tutorial
Why it’s great: Comprehensive and beginner-friendly.
Focus: General Python programming, perfect for building a strong foundation before diving into AI.
2. Google's Python Class
Why it’s great: Offers hands-on coding exercises.
Focus: General Python programming, ideal for beginners.
3. FreeCodeCamp - Python for Beginners
Why it’s great: Interactive and community-driven.
Focus: Basics of Python programming, with some AI-related projects.
4. Kaggle Courses - Python and Machine Learning
Why it’s great: Focused on data science and AI, with practical examples.
Focus: Python for data analysis and machine learning.
5. AI for Everyone by Andrew Ng (Coursera)
Why it’s great: Offers a high-level overview of AI concepts.
Focus: Understanding AI and its applications (less on coding).
6. Fast.ai
Why it’s great: Hands-on AI and machine learning tutorials.
Focus: Python-based AI development using PyTorch.
7. Microsoft Learn AI School
Why it’s great: Offers free AI-focused learning paths.
Focus: AI concepts and Python-based implementation.
8. CodeAcademy - Learn Python
Why it’s great: Interactive and beginner-friendly.
Focus: General Python programming.
9. Towards Data Science Tutorials
Why it’s great: Practical Python AI tutorials.
Focus: Python applications in AI, machine learning, and data science.
Suggested Learning Path:
Start with basic Python tutorials (Python.org or FreeCodeCamp).
Progress to AI-specific resources (Fast.ai or Kaggle).
Explore practical projects in machine learning frameworks (e.g., TensorFlow or PyTorch).