Welcome - Intro to ML Workshop

This page contains all of the materials you need to begin your journey through the Intro to Machine Learning Workshop.

Agenda and Materials

Part I - Setup and Overview 10:00 - 10:40

• Introductions - Who am I? Who are you?
• An Overview of Data Science and Codeup DS Program
• Google Colab Setup
  • Pandas Crash Course Notebook
  • ML Notebook
  • Google Colab Quick Start Here and
  • Longer Tutorial Here
• Tools for Our Project

Break - 10 minutes

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Part II - 10:50 - 12:00

• Intro to Supervised Machine Learning and Classification
• Acquiring and Preparing Data
• Supported Practice

Lunch Break - 30 minutes

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Part II - 12:30 - 1:50

• Exploratory Data Analysis
• Supported Practice
• Modeling

Let’s Wrap It Up!

Do another project on your own!

• Use this Google Colab ML Playground Notebook to do another project with the Iris dataset, which I have preloaded for you.
• Go through the pipeline with different data using all of the tools and supporting notebooks available to you through this site.