Statistical Predictive Modelling and Applications
Statistical Predictive Modelling and Applications
From the University of Edinburgh with Dr Xuefei Lu, Dr Johannes De Smedt and Dr Zexun Chen.
These videos are free, open resources unless otherwise stated, originally created for our 'Statistical Predictive Modelling and Applications' short online course. The course is no longer running but you can still work through the resources in your own time using the videos in this channel.
The videos in this playlist will give you an in-depth understanding of how to apply statistical modelling techniques to real-world business scenarios using Python.
You will learn how to discover how predictive models influence real-world business scenarios, translate business challenges into predictive modelling solutions and develop experience with implementing theoretic models in Python.
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User guide for coding platform Vocareum
How to use Vocareum
From Lizzy Garner-Foy
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Interpreting Results - week 5
Interpreting Results
From Calum Macphail
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Simple Linear Regression: Estimation - Week 1
SLR: Estimation
From Calum Macphail
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Extensions and Applications - week 3
Extensions and Applications
From Calum Macphail
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Logistic Regression - week 5
Logistic Regression
From Geoff Fortescue
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Linear Regression - Week 1
Linear Regression
From Stuart Brett
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Applications of Linear Regression - week 3
Applications of Linear Regression
From Calum Macphail
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Multiple Linear Regression: Model Selection - Week 2
MLR: Model Selection
From Calum Macphail
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