AIML
AI Primer
This is a simple introduction to AI and all the various sub topics that fall under the idea of Artificial Intelligence. Read More…
Naive Bayes Classification
Do you need to take an umbrella with you to work today? Can you predict if it will rain or not just by looking at historical data and weather observations to predict if it will rain ?
This is the idea behind a Naive Bayes classification, to be able to predict the class, will it rain or not, given the past observations, historical weather data taken at the times when where it has and has not rained.
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This is the idea behind a Naive Bayes classification, to be able to predict the class, will it rain or not, given the past observations, historical weather data taken at the times when where it has and has not rained.
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K-Means Clustering
How do you look at Customer segmentation? Say you have a lot of customers who are high spending customers and a lot of customers who are low spending customers buying your products. Now you want to offer a loyalty discount only to the low spending customers to get them to buy more of your product. What is the centre point of the high spenders and the centre point of the low spenders. If you took a straight average or mean you would be ignoring both customer bases.
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