Python for Economics and Business Research

Welcome

Introduction to Python

Python Atoms: Booleans, Numbers, and Strings
Python Molecules: Lists, Tuples, and Dictionaries
Code Structures I: Conditionals, Loops, and Comprehensions
Code Structures II: Functions and Modules
Files and Directories
String nightmares: A brief tour into the world of regular expressions
Exercises

Python for Scientific Computing

A Brief Introduction to NumPy
Data Manipulation and Exploratory Analysis with Pandas
Plotting with Matplotlib
Linear Econometric Models
Optimization with Scipy

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Plotting with Matplotlib¶

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Aggregate Functions and Group Statistics

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Linear Econometric Models

By Lachlan Deer and Julian Langer
© Copyright 2021.