Overview
Master essential Pandas data analysis skills through a comprehensive tutorial covering file operations, data manipulation techniques, and visualization methods. Progress from basic concepts like reading files and filtering data to advanced topics including indexing, grouping, aggregation, and various join operations. Learn practical data cleaning methods and create insightful visualizations while working with real datasets. Apply these skills through hands-on examples that demonstrate how to effectively analyze and transform data using Python's powerful Pandas library.
Syllabus
Intro
Reading in Files
Filtering and Ordering
Indexing
Group By and Aggregating
Merge, Join, and Concatenate
Visualizations
Data Cleaning
Exploratory Data Visualization
Outro
Taught by
Alex the Analyst