Welcome to the Python Tutorial
Learn Python for business analysis using real-world data. No coding experience necessary.
Introduction
Python Basics: Lists, Dictionaries, & Booleans
Write and run code using basic Python objects.
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Lesson 1
Python Methods, Functions, & Libraries
Import libraries and use methods and functions.
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Lesson 2
Creating Pandas DataFrames & Selecting Data
Select rows and columns in pandas' tabular data structure.
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Lesson 3
Pandas .values_count() & .plot()
Bar charts are a visual way of presenting grouped data for comparison. You can visualize the counts of page visits with a bar chart from the .plot() method.
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Lesson 4
Filtering Data in Python with Boolean Indexes
Filter data with Boolean indexing and partially match strings.
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Lesson 5
Deriving New Columns & Defining Python Functions
Make new columns from existing data and build custom functions.
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Lesson 6
Pandas .groupby(), Lambda Functions, & Pivot Tables
Grouping, sorting, sampling, and pivoting data.
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Lesson 7
Python Histograms, Box Plots, & Distributions
Calculate and visualize the distribution of a dataset.
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Lesson 8
Resources for Further Learning
Next steps for developing your Python and analytical skills.
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