Predictive Analytics using Machine Learning

Predictive Analytics using Machine Learning
These videos were created for our short online course, Predictive Analytics using Machine Learning. This course ran from 2020 to 2022 on edX. While the full content of the course is no longer available, we have made the videos from the course free and open so you can work through the resources in your own time.

This collection of high-quality media resources has been made available under Creative Commons licence for sharing, reuse and remixing.

Please note that the videos are representative of the views and research at the time of recording.

These videos will help you discover machine learning-based approaches for predictive modelling, including tree-based techniques, support vector machines, and neural networks using Python. You will learn how these models form the basis of cutting-edge analytics tools that are used for image classification, text and sentiment analysis, and how to apply machine learning models to business situations. Ideal for those building a career as a data scientist, business analyst, management consultant or systems designer.

From the University of Edinburgh with Dr Xuefei Lu, Dr Johannes De Smedt and Dr Zexun Chen.
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 Public, Restricted

12 Media
7 Members
Managers:
 Lizzy Garner-Foy
 Geoff Fortescue
 Calum Macphail
 Andres Ordorica
 Marcello Crolla
 Luke Howard
 OCP_ONLINE_COURSE_PRODUCTION
Appears In:
Creative Commons