Mastering pandas – Second Edition

pandas is a popular Python library used by data scientists and analysts worldwide to manipulate and analyze their data. Mastering pandas – Second Edition presents useful data manipulation techniques in pandas to perform complex data analysis in various domains.(Limited-time offer)

Table of Contents

• Section 1: Overview of Data Analysis and pandas
• Introduction to pandas and Data Analysis
• Installation of pandas and Supporting Software
• Section 2: Data Structures and I/O in pandas
• Using NumPy and Data Structures with pandas
• I/Os of Different Data Formats with pandas
• Section 3: Mastering Different Data Operations in pandas
• Indexing and Selecting in pandas
• Grouping, Merging, and Reshaping Data in pandas
• Special Data Operations in pandas
• Time Series and Plotting Using Matplotlib
• Section 4: Going a Step Beyond with pandas
• Making Powerful Reports In Jupyter Using pandas
• A Tour of Statistics with pandas and NumPy
• A Brief Tour of Bayesian Statistics and Maximum Likelihood Estimates
• Data Case Studies Using pandas
• The pandas Library Architecture
• pandas Compared with Other Tools
• A Brief Tour of Machine Learning

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