Recall, precision, ROC and AUROC

This is part 9 in a series on machine learning. You might want to start at the beginning if you just arrived here. Last time we built a model to… Read more

A Naive Bayes Experiment and Principal Component Analysis

This is part 8 in a series on machine learning. You might want to start at the beginning if you just arrived here. Last time we covered some of the… Read more

Naive Bayes Classification

This is part 7 in a series on machine learning. You might want to start at the beginning if you just arrived here. In the previous post we ran a… Read more

Real data, overfitting, and test data

This is part 6 in a series on machine learning. You might want to start at the beginning if you just arrived here. Having run a linear regression over some… Read more

Your First Linear Regression Experiment

This is part 5 in a series on machine learning. You might want to start at the beginning if you just arrived here. Last time we looked at some modifications… Read more

Modified Gradient Descent

This is part 4 in a series on machine learning. You might want to start at the beginning if you just arrived here. Last time around we covered gradient descent…. Read more

Loss and Gradient Descent

This is part 3 in a series on machine learning. You might want to start at the beginning if you just arrived here. In the previous post we learned about… Read more

Classification and Regression

This is part 2 in a series on machine learning. The first part is here. We’re going to look at two big categories of machine learning in this series: classification… Read more

What Is Machine Learning?

This post is the first in a series on machine learning. Machine learning is changing our world – at breathtaking pace. It has allowed computers to translate news articles as… Read more

Machine Learning Series

I’m writing a series of posts on machine learning. What is Machine Learning? Classification and Regression Loss and Gradient Descent Modified Gradient Descent Your First Linear Regression Experiment Real data,… Read more