Introduction to ML algorithms

Introduction to ML algorithms

#machine-learning-models

Articles tagged with #machine-learning-models

The Algorithm That Outsmarted Expectations: Beating Image Tasks Without a Single Layer of Deep Learning
Classification is simply just seeing patterns, noticing what one object has that another doesn’t. Imagine This It is the mid-20th century. Scientists are puzzling over a big question: Can a machine tell an apple from an orange? Sounds simple, right...
Aug 15, 20256 min read17
Logistic Regression: The Classifier That Thinks Like a Regression
Imagine this: You’re sitting across from your doctor. He glances at your chart, then looks up and says, You’re trying to predict life and death with a straight line? You’ve just been diagnosed with cancer. The decisions ahead aren’t vague guesses. ...
Aug 2, 20255 min read9
Meet Linear Regression - Your First step into ML
Imagine trying to predict how far your paper plane will fly based on how hard you throw it. You jot down throw strength vs. distance each time. Soon, a pattern emerges—but it’s not perfect. You wish there was a way to summarize all those messy attemp...
Jul 30, 20256 min read34