The 10 Statistical Techniques Data Scientists Need to Master

While having a strong coding ability is important, data science isn’t all about software engineering. I personally know too many software engineers looking to transition into data scientist and blindly utilizing machine learning frameworks such as TensorFlow or Apache Spark to their data without a thorough understanding of statistical theories behind them.

Couldn't agree more. This post is both an excellent index of techniques as well as a very readable introduction to each of them. 

Highly recommended.


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