Introduction to Predictive Analytics using Python

Introduction to Predictive Analytics using Python

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

The videos in this playlist provides you with the skills to build a predictive model from the ground up, using Python. They will help you understand the data discovery process and how to make connections between the predicting and predicted variables. Through the analysis of real-life data, you will also develop an approach to implement simple linear and logistic regression models. A background in mathematics and statistics is recommended and previous experience with a procedural programming language is beneficial (e.g. Python, C, Java, Visual Basic).

These videos are free open resources originally created for the short course, Introduction to Predictive Analytics.

This course is no longer running but you can still work through the resources in your own time using the videos in this channel.

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