Summary and Schedule
This is a new lesson built with The Carpentries Workbench.
Setup Instructions | Download files required for the lesson | |
Duration: 00h 00m | 1. Using Markdown | How do you write a lesson using Markdown and sandpaper? |
Duration: 00h 12m | 2. Exploring the dataset |
What should I look for when exploring a dataset for machine learning? How do I split the dataset using scikitlearn? |
Duration: 00h 52m | 3. Preparing your data for machine learning |
How do I check for missing data? How can I scale the data? |
Duration: 01h 12m | Finish |
The actual schedule may vary slightly depending on the topics and exercises chosen by the instructor.
Setup instructions live in this document. Please specify the tools and the data sets the Learner needs to have installed.
Data Sets
Download the data zip file and unzip it to your Desktop
Software Setup
Details
Setup for different systems can be presented in dropdown menus via a solution
tag. They will join to this discussion block, so you can give a general overview of the software used in this lesson here and fill out the individual operating systems (and potentially add more, e.g. online setup) in the solutions blocks.
Use PuTTY
Use Terminal.app
Use Terminal