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Module 6

Python for Data Analytics

Python from zero to pandas-based analysis, database integration and first models.

Difficulty:All beginner intermediate advanced expert

Python Basics

Values, collections, control flow and functions.

Core language

✓Python from zero — values, collections, control flow, functions, files and errorsEverything an analyst needs from core Python before pandas — explained with business examples and real outputs.Beginner90 min

NumPy and pandas

DataFrames and the analysis workflow.

DataFrames

✓NumPy and pandas — the analysis workflowLoad, clean, combine, aggregate and analyse business data with pandas — mapped to the SQL you already know.Intermediate100 min

Visualisation and Integration

Charts, SQL databases and BI integration.

Visualisation and integration

✓Visualisation, databases, APIs, BI integration and first models in PythonChart data, query SQL databases from Python, read JSON APIs, hand results to Power BI, version your code with Git, and train and evaluate a first model properly.Intermediate90 min

Python for Data Analytics · OrionStats