Table of Contents
Under Construction
Outline
- Basic numerical methods
- Basic ideas of structural estimation and how to use them
- Machine learning and its use in economics.
- Experience with the Python programming, including Pandas, Scipy, Matplotlib
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Course overview
To add.
Topics
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Brief Introduction to Python
Python Brief Introduction
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Python basics
Python Basics.
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Plotting in Python
Learn how to visualize data with Plotly.
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Estimation
Introduction to statistics for machine learning.
Your instructor
Shutao CaoFAQs
Are there prerequisites?
Prerequisites
How often do the courses run?
Weekly lectures and lab sessions.