What's Cooking: A Data Science Pipeline for Recipe Classification
- Video Lesson
- 1 h
- Download Lesson Notebook
- Beginner
Estimated Time: 1 h
Course Level: Beginner
Summary
Learn the fundamental steps you need to complete a data science project. This video shows you how to use Wolfram Notebooks to build a modular project pipeline. With the use of a basic example, you will learn to import your data, clean it, analyze it and communicate your results using visualizations, reports and a cloud-deployed web app.
Featured Products & Technologies: Wolfram Cloud, Wolfram Language, Wolfram Notebooks
You'll Learn To
- Use Wolfram Notebooks for building a technical workflow
- Set up a project pipeline for a multiparadigm data science project
- Download and import data
- Restructure data
- Carry out exploratory analysis
- Use machine learning to build a predictive model
- Create visualizations to communicate interesting results
- Deploy a simple app, powered by machine learning, to the cloud
