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2017 The State of Data Science & Machine Learning


A new review looking at data science and machine learning.

This year, for the first time, we conducted an industry-wide survey to establish a comprehensive view of the state of data science and machine learning. We received over 16,000 responses and learned a ton about who is working with data, what’s happening at the cutting edge of machine learning across industries, and how new data scientists can best break into the field.


The full dataset is there for you to explore, and the interactive web page allows you to slice and dice on the fly. The above plot looks at the tools being used by scientists, Python dominates and interesting to see the number using Jupyter notebooks. The methods used are shown in the plot below.


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