Data Science with Python

Time and Location

Sep-9, 2022 at 9:00am - 3:00pm EDT

The Westin Atlanta Perimeter North

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Agenda

Data Science with Python Part 1: Working with Pandas 

Pandas is the workhorse for manipulating, analyzing, tweaking, and visualizing data. Get started by learningh the basics: Loading data, tweaking data, and aggregating data.

 

 

Data Science with Python Part 2: From trees to XGBoost

You may have heard that XGBoost is all you need. This tutorial will give you an overview of tree-based models. You will learn about their benefits, weaknesses, and how to leverage them. We will explore trees, random forests, and XGBoost.

 

What you need 

 

A desire to practice data science with Python. You should have a machine that can run Python.

 

See here for details on installing Python on your machine. [0]

 

Alternatively, you may work from Google Colab (but will need a Google account).

 

0 - https://www.metasnake.com/blog/pydata-dev.html