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What are some schools that offer online data mining, machine learning, and AI courses?

Question:

What are some schools that offer online data mining, machine learning, and AI courses?

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Answer:

  • MIT: ARTIFICIAL INTELLIGENCE: IMPLICATIONS FOR BUSINESS STRATEGY online course is 6 weeks long and covers an introduction to artificial intelligence, machine learning in business, natural language processing in business, robotics in business, artificial intelligence in business and society, and the future of artificial intelligence
  • Cornell: 7 courses including: Problem-Solving with Machine Learning, Estimating Probability Distributions, Learning with Linear Classifiers, Decision Trees and Model Selection, Debugging and Improving Machine Learning Models, Learning with Kernel Machines, and Deep Learning and Neural Networks
  • Stanford: 7 week online course that covers basics concepts of machine learning, generative learning algorithms, evaluating and debugging learning algorithms, bias/variance tradeoff and VC dimension, value and policy iteration, and Q-learning and value function approximation
  • Harvard: 8 week online course that covers the basics of machine learning, how to perform cross-validation to avoid overtraining, how to build a recommendation system, what is regularization and why it is useful, and several popular machine learning algorithms

For more information about online courses in AI, check out this article

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