anidata / tutorials

Collection of tutorials and examples
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[DISCUSSION] Suggestions for machine learning tutorials #5

Open bmenn opened 6 years ago

bmenn commented 6 years ago

Is your feature request related to a problem or is something missing? Please describe. We only have a few data engineering and Docker tutorials. Let's add some machine learning tutorials. This issue is an open discussion for suggestions.

Describe the solution you'd like A list of interesting, useful tutorials to be added as new issues.

sethtomy commented 6 years ago

Andrew Ng's courses were a great start for me.

Start with his free Machine Learning course:

Then you can move on to his 5 Deep Learning courses. It's $50 a month, so the faster you finish the less it costs.

If you prefer a textbook then Deep Learning is a good place to start. It even goes through a little of the mathematics in the beginning and is free on the website.

While learning I would supplement with learning some tools for data cleaning. The above topics sort of work under the assumption that your data is ready for a model.