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TopicDeep Reinforcement Learning in Python!
IllegalAlien
06/02/18 11:16:17 PM
#18:


treewojima posted...
I've been coding as a hobby for the past 15+ years and have dabbled in everything from simple GUI apps to 2D tiling graphics engines to homegrown operating systems (x86 only). Where should I look to learn more about AI and data analysis?

I would watch Andrew Ng's course material on Coursera, and read his lecture notes from Stanford if you want more rigorous treatment.

Best thing to do: grab some data and do analysis with it.

scikit-learn provides the Python API for (classical) machine learning, and is extremely easy to use.

Keras, etc provide deep learning APIs. I like Keras API because it's simple and terse like scikit-learn.

The hardest part is gaining intuition in the problem. This requires a decent understanding of the math and trial/error. I didn't know my agent was doing so poorly until I kept trying to make it better haha
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