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Additional Resources

Free Resources for Learning About AI

  1. Elements of AI: A free online course designed to demystify AI for everyone.  Elements of AI:  https://www.elementsofai.com/
  2. Google AI Education: Offers free AI and machine learning courses, tutorials, and resources. Google AI Education: https://ai.google/education/
  3. Coursera AI for Everyone by Andrew Ng: An introduction to AI that requires no prior knowledge.  AI for Everyone – Coursera: https://www.coursera.org/learn/ai-for-everyone
  4. Fast.ai Practical Deep Learning for Coders: A free course that teaches deep learning in a practical and hands-on way.   Fast.ai Practical Deep Learning for Coders:https://course.fast.ai/
  5. MIT OpenCourseWare Artificial Intelligence: Free lecture notes, exams, and videos from MIT.  MIT OCW Artificial Intelligence:  https://ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-034-artificial-intelligence-fall-2010/
  6. Khan Academy – Intro to Machine Learning: Offers a basic introduction to machine learning concepts.  Khan Academy Machine Learning:https://www.khanacademy.org/computing/computer-science/algorithms/machine-learning/a/what-is-machine-learning
  7. edX Artificial Intelligence MicroMasters Program: Provides an in-depth understanding of AI principles and techniques.  edX AI MicroMasters: https://www.edx.org/micromasters/columbiax-artificial-intelligence)
  8. OpenAI Gym: A toolkit for developing and comparing reinforcement learning algorithms.  OpenAI Gym:https://gym.openai.com/
  9. DeepMind Education: Resources and tutorials provided by the AI research lab DeepMind.  DeepMind Education:  https://www.deepmind.com/learning-resources
  10. Stanford University Machine Learning: Free lecture videos and materials for the machine learning course by Andrew Ng.   Stanford Machine Learning:  https://www.coursera.org/learn/machine-learning
  11. Microsoft AI School: Free learning paths and resources to build AI skills.  Microsoft AI School:  https://aischool.microsoft.com/en-us/home
  12. IBM Watson Studio: Free access to tools and resources to build AI models.  IBM Watson Studio:  https://www.ibm.com/cloud/watson-studio
  13. Deep Learning AI: Free introductory course on deep learning.  Deep Learning AI:  https://www.deeplearning.ai/education/
  14. The AI Alignment Problem – 80,000 Hours: Free resources discussing the ethical implications and alignment problems in AI. The AI Alignment Problem:  https://80000hours.org/problem-profiles/artificial-intelligence/
  15. Google Colab: Free Jupyter notebook environment that requires no setup to use, ideal for AI and machine learning projects.  Google Colab: https://colab.research.google.com/