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🐼Intermediate
Python for Data Analysis
Analyse real data with Python and pandas — load, clean, filter, group and summarise datasets — every example runnable live in your browser. The analyst's power tool.
16 lessons · 16 lessons
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What you'll learn
- pandas DataFrames
- Cleaning
- groupby analysis
- Combining data
Curriculum
4 modules · 16 lessonsModule 1Getting started with pandas4 lessons
Why pandasPreviewSeries and DataFramesPreviewLoading and creating data
Selecting rows and columns
Module 2Cleaning data with pandas4 lessons
Handling missing data
Filtering with conditions
New columns and transformations
Types and dates
Module 3Analysing data4 lessons
Summary statistics
groupby: split-apply-combine
Sorting and ranking
Combining data (merge & concat)
Module 4Visualise & wrap up4 lessons
Quick charts from pandas
Mini project: analyse a dataset
Exporting and sharing results
Where to go next
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