PANDAS Course
Pandas Tutorial
Master Pandas for data manipulation, analysis, and visualization.
Learn Pandas: DataFrames, Series, indexing, grouping, merging, and real-world data analysis.
Structured Course Path
Follow this roadmap from basics to projects. Every topic includes a code example, output preview, FAQ, and tool integration.
Foundations
Series
Series Introduction
8 min - beginner
Start lesson
Creating Series
6 min - beginner
Start lesson
Series Indexing
7 min - beginner
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Accessing Series
8 min - beginner
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Series Operations
6 min - beginner
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Series Methods
7 min - beginner
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Series Slicing
8 min - beginner
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DataFrames
DataFrame Introduction
6 min - beginner
Start lesson
Creating DataFrames
7 min - beginner
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From Dictionary
8 min - beginner
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From List
6 min - beginner
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From CSV File
7 min - beginner
Start lesson
DataFrame Shape
8 min - beginner
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DataFrame Info
6 min - beginner
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Head and Tail
7 min - beginner
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Indexing & Selection
loc vs iloc
10 min - intermediate
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Boolean Indexing
8 min - intermediate
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Column Selection
9 min - intermediate
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Row Selection
10 min - intermediate
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at and iat
8 min - intermediate
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Filtering
9 min - intermediate
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Query Method
10 min - intermediate
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Multi-Index
8 min - intermediate
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Data Cleaning
Missing Data
9 min - intermediate
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Dropping Missing
10 min - intermediate
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Filling Missing
8 min - intermediate
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Duplicates
9 min - intermediate
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Data Types
10 min - intermediate
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Type Conversion
8 min - intermediate
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String Methods
9 min - intermediate
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Categorical Data
10 min - intermediate
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Data Manipulation
Adding/Removing Columns
8 min - intermediate
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Renaming
9 min - intermediate
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Sorting
10 min - intermediate
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Reordering
8 min - intermediate
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Reset Index
9 min - intermediate
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Set Index
10 min - intermediate
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Transpose
8 min - intermediate
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Apply Function
9 min - intermediate
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Lambda Functions
10 min - intermediate
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Grouping & Aggregation
GroupBy Introduction
10 min - advanced
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GroupBy Single Column
11 min - advanced
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GroupBy Multiple Columns
12 min - advanced
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Aggregation
10 min - advanced
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Agg Function
11 min - advanced
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Transform
12 min - advanced
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Filter Groups
10 min - advanced
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Pivot Tables
11 min - advanced
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Merging & Joining
Advanced Analysis
Statistical Analysis
10 min - advanced
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Correlation
11 min - advanced
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Covariance
12 min - advanced
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Describe Function
10 min - advanced
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Unique Values
11 min - advanced
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Value Counts
12 min - advanced
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Time Series
10 min - advanced
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Project: Data Analysis
11 min - advanced
Start lesson