Predictive Analytics using Machine Learning

Course image
Hands at laptop, with lecturer on screen of laptop, and university logo to side of image.
Medium description

The videos in this open resource 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 more how to apply machine learning models to business situations.

This course is for those building a career as a data scientist, business analyst, management consultant, or systems designer.

These videos are free open resources originally created for the short course, Predictive Analytics using Machine Learning. This course is no longer running but you can still work through the content in your own time using the videos in this open resource.

External platform sentence

This resource is hosted on the University's Media Hopper channel.

Summary
  • Type of course
    Open Resource: openly licensed instructional digital materials such as text, videos, audio files and other media.
  • Cost and certification
    Free. No certificate available.​
  • Duration
    Self-paced​
  • Weekly effort
    Self-paced​
  • Difficulty level
    Advanced: Requires specialist knowledge
  • Learning platform
    Open Educational Resources
    Platform image
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