If you’re looking for free resources to learn AI, there are plenty of high-quality platforms and materials available online.
Below are some recommended ways to start learning AI for free:
1. Online Courses
• Coursera
• Courses like “Machine Learning” by Andrew Ng (Stanford University) are highly recommended.
• Free to audit, but you pay for a certificate.
• edX
• Offers AI and machine learning courses from universities like Harvard and MIT. Free to audit.
• Free courses and guides, including “Machine Learning Crash Course.”
• Kaggle
• Offers free micro-courses on Python, AI, and data science.
• Udemy
• Occasionally offers free introductory AI courses; search for free options.
2. Books and Tutorials
• “Artificial Intelligence: A Guide to Intelligent Systems” by Michael Negnevitsky
• A good introductory book for beginners.
• Tutorials and explanations about AI technologies.
• Fast.ai
• Offers practical courses focused on deep learning, along with an active community.
3. Hands-On Learning
• Participate in AI and ML challenges to gain experience.
• Great for learning natural language processing with pre-trained models.
• OpenAI
• Experiment with APIs like GPT models to practice applied AI.
4. Open-Source Tools
• Python Libraries: Learn key libraries like TensorFlow, PyTorch, and Scikit-learn.
• GitHub
• Search for beginner-friendly AI repositories to explore and contribute to.
5. YouTube Channels
• 3Blue1Brown
• Excellent for understanding the math behind AI.
• Sentdex
• Offers hands-on tutorials in AI and machine learning.
• StatQuest
• Simplifies complex AI concepts.