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Pandas & Data Analysis

Turn messy tables into answers you can defend.

Pandas is the working language of data analysis in Python. Load, clean, filter, group, merge and visualise real tables, then finish with a reproducible analysis project.

10 lessons 27 hours Certificate included Self-paced

Start the first lesson View curriculum

Reviewed and updated October 2026 · Free to start

What you will learn

By the end, you can do this.

Load and inspect tabular data
Clean missing and inconsistent values
Answer questions with groupby and merges
Produce a reproducible analysis with charts

Curriculum

10 lessons in 1 module

290 practice drills included for extra repetition

0/10 complete

01Setup and SeriesInstall Pandas and understand a Series as labelled one-dimensional data. Challenge 12 min 02DataFramesWork with two-dimensional tables, columns and the index. Challenge 13 min 03Loading dataRead CSV, Excel and JSON files and check what actually arrived. Challenge 12 min 04Cleaning dataHandle missing values, duplicates and wrong types deliberately. Challenge 14 min 05Selecting and filteringUse loc, iloc and boolean masks to select exactly the rows you mean. Challenge 13 min 06GroupBySplit data into groups, aggregate each group and combine the result. Challenge 14 min 07Merging tablesJoin DataFrames with merge, choose the correct how and validate cardinality. Challenge 14 min 08Dates and timesParse, extract and resample time series data. Challenge 13 min 09VisualisationPlot from Pandas and choose the chart that answers the question. Challenge 13 min 10Analysis projectAnswer a real question end to end with a reproducible notebook. Challenge 24 min

Certification

Finish the course. Prove the skill.

Complete every lesson, then pass a timed assessment to earn the Pandas & Data Analysis Certificate. Each credential has a unique ID and a QR code that resolves to a live public record.

10 randomized questions
30 minute limit · 80% to pass
3 attempts per enrolment
Verifiable by QR or credential ID

Certification details Verify a credential

Pro members get five certification attempts and unlimited timed mock exams. Compare Pro

EduByte.tech

EduByte · Skills certificationIssued 26 Oct 2026

This certifies that

Your name

has successfully completed the assessed program

Pandas & Data Analysis

Load and inspect tabular dataClean missing and inconsistent valuesAnswer questions with groupby and merges

Pandas & Data Analysis

By the end, you can do this.

10 lessons in 1 module

Finish the course. Prove the skill.

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