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Hands-On Data Analysis with Pandas: A Python data science handbook for data collection, wrangling, analysis, and visualization, 2nd Edition by Stefanie Molin, Ken Jee is a book available to read on EtoBox.

What is Hands-On Data Analysis with Pandas: A Python data science handbook for data collection, wrangling, analysis, and visualization, 2nd Edition about?

Get To Grips With Pandas - A Fast, Versatile, And High-performance Python Library For Data Discovery, Data Manipulation, Data Preparation, And Handling Data For Analytical Tasks Key Features: Perform Efficient Data Analysis And Manipulation Tasks Using Pandas 1.x Apply Pandas To Different Real-world Domains With The Help Of Step-by-step Examples Become Well-versed In Using Pandas As An Effective Data Exploration Tool Book Description: Data Analysis Has Become An Essential Skill In A Variety Of Domains Where Knowing How To Work With Data And Extract Insights Can Generate Significant Value. Hands-on Data Analysis With Pandas Will Show You How To Analyze Your Data, Get Started With Machine Learning, And Work Effectively With The Python Libraries Often Used For Data Science, Such As Pandas, Numpy, Matplotlib, Seaborn, And Scikit-learn. Using Real-world Datasets, You Will Learn How To Use The Pandas Library To Perform Data Wrangling To Reshape, Clean, And Aggregate Your Data. Then, You Will Learn How To Conduct Exploratory Data Analysis By Calculating Summary Statistics And Visualizing The Data To Find Patterns. In The Concluding Chapters, You Will Explore Some Applications Of Anomaly D

Author

Stefanie Molin, Ken Jee

Publisher

Packt Publishing, Limited

Published

2021

Language

EN

ISBN

9781800563452

Subjects

Computer Science, Stem

Rating

4.4 / 5 (92 ratings)

Updated

2026-03-14