Information and Entropy
A Python Workshop introducing the concept of entropy.
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Histograms and Skewed Data
A Python Workshop showing you how to create histograms and how to invert skewed data.
Entropy Based Feature Selection
A Python Workshop explaining and deriving a decision tree.
Data Cleaning Example - Loan Data
A Python Data Science Workshop providing an example of working with and cleaning loan data.
Root Cause Analysis: The 5-Whys
The 5-Whys is a simple technique to get to the root cause of a problem. Find out how it works.
Probability Distributions
A workshop explaining and demonstrating probability distributions.
Why do we use Standard Deviation?
It's a fundamental question. Why do we use the standard deviation? Is it the best in all circumstances? Maybe not.
Mean and Standard Deviation
A workshop explaining and demonstrating the mean and standard deviation.
Research-Driven Development: Improve the Software You Love While Staying Productive
Slides Abstract Have you ever wondered which parts of your job you love or hate? Chances are that like most developers you love learning and new problems to …
What is Artificial Intelligence?
What is Artificial Intelligence? Where did it start? Why has it entered the mainstream now?
Dr. Phil Winder
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