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Module 05 · Python for Data Analysis24 min

Lists, Dicts, Loops and Conditions

The containers and control flow that cover most analyst scripts.

By the end of this lesson you can

Loop over data structures
Use comprehensions

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Variables, Types and Operators Functions and Error Handling

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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