Hands-On Data Analysis with Pandas
Efficiently perform data collection, wrangling, analysis, and visualization using Python
Publisher:Packt Publishing Limited
By: Stefanie Molin
Paid access
|Aug 2019
Table of Contents
- Introduction to Data Analysis
- Working with Pandas DataFrames
- Data Wrangling with Pandas
- Aggregating Pandas DataFrames
- Data Visualization with Pandas and Matplotlib
- Plotting with Seaborn and Customization Techniques
- Financial Analysis with Pandas: Bitcoin and the Stock Market
- Rule-based Anomaly Detection: Catching Hackers
- Getting started with Machine Learning in Python
- Making Better Predictions: Optimizing ML Models
- ML Anomaly Detection: Catching Hackers, Part 2
- The Road Ahead
PDF ISBN: 978-1-78961-280-6
Publisher: Packt Publishing Limited
Copyright owner: © 2019 Packt Publishing Limited
Publication date: 2019
Language: English
Pages: 740
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