Productive and Efficient Data Science with Python
Tirthajyoti Sarkar
Broschiertes Buch

Productive and Efficient Data Science with Python

With Modularizing, Memory profiles, and Parallel/GPU Processing

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This book focuses on the Python-based tools and techniques to help you become highly productive at all aspects of typical data science stacks such as statistical analysis, visualization, model selection, and feature engineering.You'll review the inefficiencies and bottlenecks lurking in the daily business process and solve them with practical solutions. Automation of repetitive data science tasks is a key mindset that is promoted throughout the book. You'll learn how to extend the existing coding practice to handle larger datasets with high efficiency with the help of advanced libraries and pa...