Predictive Analytics using Machine Learning
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.
This resource is hosted on the University's Media Hopper channel.
Summary
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Type of courseOpen Resource: openly licensed instructional digital materials such as text, videos, audio files and other media.
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Cost and certificationFree. No certificate available.
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DurationSelf-paced
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Weekly effortSelf-paced
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Difficulty levelAdvanced: Requires specialist knowledge
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Learning platformOpen Educational ResourcesPlatform image