Productive and Efficient Data Science with Python: With Modularizing, Memory profiles, and Parallel/GPU Processing

© The Author(s), under exclusive license to APress Media, LLC, part of Springer Nature 2022

T. SarkarProductive and Efficient Data Science with Pythonhttps://doi.org/10.1007/978-1-4842-8121-5_4

4. Writing Machine Learning Code More Productively

Tirthajyoti Sarkar¹  

(1)

Fremont, CA, USA

 

Data scientists often come from a background quite far removed from traditional computer science/software engineering, such as physics, biology, statistics, economics, and electrical engineering. Unfortunately, there are not a lot of tutorials geared towards data scientists and machine learning practitioners who do not come from a software engineering background.

Data scientists use Python a lot for their work. Why? Because it’s awesome for ML and the data science community. ...