Learn Python basics
Study math fundamentals: algebra, probability, statistics, linear algebra
Take free online AI and machine learning courses
Practice with free coding platforms
Use free datasets to build projects
Read AI documentation and tutorials
Learn data handling with NumPy, pandas, and Matplotlib
Study machine learning algorithms
Practice building simple models
Learn deep learning basics
Use free cloud notebooks like Google Colab
Join AI communities and forums
Follow AI researchers and open-source projects
Work on small AI projects regularly
Read research papers and blog posts
Use free books, lectures, and YouTube channels
Contribute to open-source AI tools
Build a portfolio on GitHub
Keep practicing and improving consistently