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Courses You MUST Take: 1. Machine Learning by Andrew Ng (https://www.coursera.org/learn/machine-learning https://www.coursera.org/learn/machine-learning) /// C
by allenleein 10y ago
Courses You MUST Take:
1. Machine Learning by Andrew Ng (https://www.coursera.org/learn/machine-learning https://www.coursera.org/learn/machine-learning) /// Class notes: (http://holehouse.org/mlclass/index.html http://holehouse.org/mlclass/index.html)
2. Yaser Abu-Mostafa’s Machine Learning course which focuses much more on theory than the Coursera class but it is still relevant for beginners.(https://work.caltech.edu/telecourse.html https://work.caltech.edu/telecourse.html)
3. Neural Networks and Deep Learning (Recommended by Google Brain Team) (http://neuralnetworksanddeeplearning.com/ http://neuralnetworksanddeeplearning.com/)
4. Probabilistic Graphical Models (https://www.coursera.org/learn/probabilistic-graphical-models https://www.coursera.org/learn/probabilistic-graphical-model...)
4. Computational Neuroscience (https://www.coursera.org/learn/computational-neuroscience https://www.coursera.org/learn/computational-neuroscience)
5. Statistical Machine Learning (http://www.stat.cmu.edu/~larry/=sml/ http://www.stat.cmu.edu/~larry/=sml/)
If you want to learn AI:
https://medium.com/open-intelligence/recommended-resources-for-learning-ai-3ab4023cfa85#.1fe21r9fj https://medium.com/open-intelligence/recommended-resources-f...
- pedrosorio 10y agoIf you want to get started with machine learning you MUST take computational neuroscience? I don't think so.