AIU Academy

Sketch 7: AI Algorithms - it's not just Neural Networks

Summary Limerick

Finding patterns in data with ease
are algorithms like Regressors,Bayes and Trees
Some classify
Others groups identify
That's the heart of AI's abilities

Mind Map

4tuitous Knowledge Network

Groups
KD Nuggets

People
Andreas Kretz

Animated Discussion

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Quick Quiz

Which of these algorithms would be used for clustering data?

Linear Regression Polynomial Regression K-Means Naive-Bayes

A Random Forest isn't just a Decision Tree because

it creates multiple trees to identify the best it uses a random factor to introduce creativity Decision Trees are logic tables, so not classed as AI a Tree is Forest with Dimensionality Reduction

In K-NN, what does the 'K' identify?

training flows the Kernel Trick kilohertz processor the number of clusters

Look at the data below, using Linear Regression, what would you predict the weight of a 40year old to be?

Age	10	20	30	60
Weight	5	10	15	30

10 20 30 40

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