PROGRAMMATIC ANALYTICS

Python for Data Analysis

Use Python to work with analytical data systematically. The pathway connects Python fundamentals with Pandas, NumPy and practical data-analysis workflows.

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What you will work on

Build Python capability through structured learning, guided practice and practical analytical work.

01

Python foundations for analytical work

02

Working with tabular data

03

Pandas DataFrame workflows

04

Filtering, transformation and aggregation

05

NumPy foundations

06

Practical analytical challenges

PRACTICAL LEARNING

Write analysis that produces controlled results

Python tasks are designed around execution and analytical outcomes, helping learners connect code with the evidence and decisions analysts need to produce.

Data Academy learning model

Learn the concept → demonstrate understanding → complete practical work → submit evidence → progress toward broader analyst capability.

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Explore the analyst pathway

These skills connect inside one broader data analytics curriculum rather than being taught as unrelated tools.

Data Analytics Excel SQL Power BI Python / Pandas

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Create a free account and experience the learning model before deciding whether to unlock the complete professional program.

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