Check out some great and easy to access AI courses to further your understanding of artificial intelligence AI, ranging from beginner level to more advanced:
Elements of AI
- Platform: Elements of AI
- Description: A comprehensive free course that covers the basics of AI. It’s suitable for anyone with an interest in learning about AI, including beginners with no prior programming experience.
- Duration: 6-7 hours
AI For Everyone by Andrew Ng
- Platform: Coursera
- Description: Taught by Stanford professor Andrew Ng, this course offers an introduction to AI without needing any programming skills. It covers the societal implications of AI and how to build AI-based projects.
- Duration: Approx. 4 hours
Machine Learning by Andrew Ng
- Platform: Coursera
- Description: One of the most popular AI/ML courses online. Taught by Andrew Ng, it focuses on machine learning algorithms, linear regression, and neural networks, among other topics.
- Duration: Approx. 11 weeks (you can pace yourself)
Intro to Artificial Intelligence (AI)
- Platform: Udacity
- Description: An introduction to AI that covers topics such as search algorithms, knowledge representation, and reasoning. It’s a bit more technical and is ideal for those with some programming background.
- Duration: Approx. 3 months (self-paced)
Deep Learning Specialization
- Platform: Coursera
- Description: Offered by Andrew Ng and the Deeplearning.ai team, this series of five courses is a deep dive into neural networks, CNNs, RNNs, and more. Although not completely free, financial aid is available for those who apply.
- Duration: Approx. 3 months (self-paced)
Artificial Intelligence: Principles and Techniques
- Platform: Stanford Online
- Description: A more in-depth course that explores the theory behind AI algorithms, including search, optimization, reasoning, and learning.
- Duration: Self-paced
Practical Deep Learning for Coders
- Platform: Fast.ai
- Description: A hands-on course that teaches deep learning techniques using Python and the fast.ai library. It’s designed for those with some coding background and aims to make deep learning more accessible.
- Duration: Approx. 12 weeks
AI Programming with Python
- Platform: Udacity
- Description: This free course covers foundational AI programming skills, including Python, NumPy, and Pandas, along with how to use neural networks and deep learning libraries.
- Duration: Approx. 3 months (self-paced)
CS50’s Introduction to Artificial Intelligence with Python
- Platform: edX
- Description: Offered by Harvard University, this course covers the principles of AI through Python programming, including search algorithms, knowledge representation, and optimization techniques.
- Duration: Approx. 6 weeks
Machine Learning Crash Course by Google
- Platform: Google AI
- Description: A highly practical introduction to machine learning using TensorFlow and other Google tools. Includes exercises and hands-on coding.
- Duration: Approx. 15 hours
AI and Machine Learning for Business
- Platform: LinkedIn Learning
- Description: A course aimed at helping business professionals understand how AI and machine learning can impact business decisions. Ideal for those who want to understand AI from a business perspective.
- Duration: Approx. 1 hour
The AI Ladder
- Platform: IBM Skills Network
- Description: A series of free courses covering AI concepts and technologies, such as machine learning, deep learning, and AI in business. Suitable for beginners and professionals alike.
- Duration: Varies by course