Learn how to solve real-world business problems with machine learning and Python.
Description
Python is a very popular open-source programming language for machine learning. Its interactive programming environment and powerful data analysis capabilities make Python an ideal tool for machine learning.
This workshop will provide an introduction to machine learning with Python. We’ll cover classification, regression, clustering, ensemble learning, and deep learning. Finally, we’ll learn how to deploy these models to production.
By the end of this workshop, you’ll have the skills necessary to solve basic machine learning problems using Python.
Prerequisites
Please bring your own Windows laptop and complete Lab 0 to install all of the necessary software before the workshop begins.
Documents
Labs
| Lab 0 – Hello World | A | |
| Lab 1 – R Language Basics | A | |
| Lab 2 – Classification | A | B |
| Lab 3 – Regression | A | B |
| Lab 4 – Clustering | A | B |
| Lab 5 – ML in Practice | A | B |