Join Tim Fox for an in-depth discussion in this video Exercise files, part of Learning Python for Data Science, with Tim Fox and Elephant Scale.
- [Instructor] If you have access to the Exercise Files for this course, you can download them to your desktop. The folder contains subfolders corresponding to the start and finish states. The exercises are all in Jupyter Notebook format. Jupyter Notebook is a popular Python application that we will use extensively in our course. I strongly encourage you to load up the Exercise Files and follow along with me as I work through them. If you're viewing this course on a mobile device, a set-top device, or your membership doesn't provide access to the Exercise Files, that's okay.
I encourage you to still follow along as we go through the course. Now, let's get started.
- Configuring your system
- Setting up labs
- Using pandas, NumPy, and SciPy
- Building a classifier
- Clustering data
- Working with big data and PySpark
- Using MLlib
- Beginning with Spark