by Dr. Owns | Dec 8, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support
Isolation Forest may look technical, but its idea is simple: isolate points using random splits. If a point is isolated quickly, it is an anomaly; if it takes many splits, it is normal. Using the tiny dataset 1, 2, 3, 9, we can see the logic clearly. We build several...
by Dr. Owns | Dec 8, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support
How history’s biggest tech bubble explains where AI is headed next The post The AI Bubble Will Pop — And Why That Doesn’t Matter appeared first on Towards Data Science. How history’s biggest tech bubble explains where AI is headed next The post The AI Bubble Will...
by Dr. Owns | Dec 8, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support
Learn how to make a newsletter with AI tools The post How to Create an ML-Focused Newsletter appeared first on Towards Data Science. Learn how to make a newsletter with AI tools The post How to Create an ML-Focused Newsletter appeared first on Towards Data...
by Dr. Owns | Dec 8, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support
Flyin’ Like a Lion on Intel Xeon The post Optimizing PyTorch Model Inference on CPU appeared first on Towards Data Science. Flyin’ Like a Lion on Intel Xeon The post Optimizing PyTorch Model Inference on CPU appeared first on Towards Data Science. Deep Learning,...
by Dr. Owns | Dec 7, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support
The behaviors that get you promoted The post How to Climb the Hidden Career Ladder of Data Science appeared first on Towards Data Science. The behaviors that get you promoted The post How to Climb the Hidden Career Ladder of Data Science appeared first on Towards...
by Dr. Owns | Dec 7, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support
In Day 6, we saw how a Decision Tree Regressor finds its optimal split by minimizing the Mean Squared Error. Today, for Day 7 of the Machine Learning “Advent Calendar”, we switch to classification. With just one numerical feature and two classes, we...
