AI Courses
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:

 

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