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Deep Dive into Numpy and Pandas
Advanced Data Analysis with Pandas
Elevate your data analysis skills by mastering advanced Pandas functionalities, including multi-level indexing, merging datasets, and performing sophisticated group-by operations. This course helps you unlock the true potential of your data through more intricate analysis techniques.
Lessons and practices
Lesson 1: Merging Datasets
Merging Student Data with Outer Join
Change Merge Join Type
Merging Student Information and Performance Data
Merging Student Data with Outer Join
Lesson 2: Grouping Basics
Average Sales by Region
Calculate Total Sales by Region
Calculate Total Sales by Region
Counting Sales Entries by Region
Lesson 3: Data Aggregation
Analyzing Store Performance Using Data Aggregation
Change Aggregation Function to Max
Aggregating Units Sold Per Store
Aggregate Products by Store
Lesson 4: Data Correlation
House Age and Price Correlation
Correlation of House Features
Finding Correlations in House Data
Finding Specific Correlation
Calculate Correlation Between House Price and Size
Interested in this course? Learn and practice with Cosmo!
Practice is how you turn knowledge into actual skills.