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Learn Pandas

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Details

Provider

Boot.dev
Pricing

Paid Course
Languages

English
Certificate

Certificate Available
Effort

32 hours
Sessions

Self-Paced
Level

Intermediate

Found in

Overview

Stuck in Tutorial Hell? Learn Backend Dev the Right Way

Boot.dev teaches Python, SQL & Go through projects you won't want to stop. 25% off with code CLASSCENTRAL.

Learn Pandas by cleaning, merging, and aggregating real datasets. Practice DataFrames, joins, groupby, event analytics, and even Polars.

Syllabus

Data Manipulation

Learn the core workflow, data types, date handling, and Python comprehension tools used in data manipulation.

Data Formats

Learn how to work with common data formats like JSON and CSV in Python workflows.

Pandas

Learn Pandas fundamentals like Series, DataFrames, indexes, loading data and inspection.

Filtering and Sorting

Learn how to filter, sort, derive, bin, and inspect tabular data with Pandas.

Data Cleaning

Learn how to clean messy datasets by handling missing values, duplicates, and invalid records.

Merging

Combine datasets with joins, validation, unmatched records, concatenation, and integration pipelines.

Aggregation and Modeling

Learn how to aggregate data, use pivots, and build analytical fact and dimension tables.

Events and Cohorts

Wrangle event data and analyze funnels, cohorts, retention, and growth metrics.

Polars

Learn Polars fundamentals and how it compares to Pandas for data work in Python.

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