Hands-On Data Analysis with Pandas
This book will be a handy guide to quickly learn pandas and understand how it can empower you in the exciting world of data manipulation, analysis, and data science. You will learn how to use pandas to perform numeric and statistical analysis using real-world examples. You will also visualize statistical data and apply pandas to different domains.
Offered by
Difficulty Level
Intermediate
Completion Time
24h40m
Language
English
About Book
Who Is This Book For?
This book is for data analysts, data science beginners, and Python developers who want to explore each stage of data analysis and scientific computing using a wide range of datasets. You will also find this book useful if you are a data scientist looking to implement pandas in machine learning. Working knowledge of Python programming language will be beneficial.
Hands-On Data Analysis with Pandas
- About Book
- Who Is This Book For?
- Book Content
Book content
chapters • 24h40m total length
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
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