A compiled list of sites that are useful for learning about fundamentals of artificial intelligence from a coders perspective:
Deep learning
- http://course.fast.ai/lessons/lesson1.html -
Utilizes a breadth first approach through teaching
- Focus on code first
- Human learning flourishes when operating in different context.
- http://yerevann.com/a-guide-to-deep-learning/
Machine Learning
- https://www.analyticsvidhya.com/blog/2015/08/common-machine-learning-algorithms/
- http://machinelearningmastery.com/naive-bayes-classifier-scratch-python/
Business Applications
- https://medium.com/@thoszymkowiak/120-machine-learning-business-ideas-from-the-new-mckinsey-report-b81b239f336