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Module 05 · Python for Data AnalysisFREE LESSON17 min

Setup — Anaconda, Jupyter and Colab

Get a working environment on Windows or Mac, or skip install with Colab.

By the end of this lesson you can

Run your first notebook
Install packages safely

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From Query to Answer Variables, Types and Operators

Course content

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01Data Analysis Foundations

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02Excel & Google Sheets for Analysts

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Mini projects

1.Retail Sales Dashboard in Excel

03Statistics for Data Analysts

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Mini projects

1.A/B Test Analysis for a Checkout Change

04SQL for Data Analysis

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Mini projects

1.E-commerce SQL Analysis

05Python for Data Analysis

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Python for Data Analysis

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Python Basics for Analysts

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1.Setup — Anaconda, Jupyter and ColabFree
2.Variables, Types and Operators20m
3.Lists, Dicts, Loops and Conditions24m
4.Functions and Error Handling19m

Exercises

1.Ten Small Python Functions
2.Profile a New Dataset in Pandas
3.GroupBy and Merge Drills

Interview Q&A

1.Python & Pandas Interview Questions

NumPy and Pandas

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Cleaning and Visualising with Python

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Mini projects

1.EDA on Indian Startup Funding

06Business Intelligence with Power BI

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Mini projects

1.Executive Sales Dashboard in Power BI

07Capstone Projects & Career Preparation

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Capstone projects

1.Capstone — Telecom Customer Churn, End to End

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