Machine Learning
17 posts
Python for Medical Physics
Python is important in medical physics for tasks like medical imaging, radiation therapy, and AI-driven diagnostics. Its libraries help with complex calculations and handling of medical images, while deep learning improves diagnostic accuracy.
Transformers 101
A Guide to the Most Popular Models in AI In recent years, transformer models have revolutionized machine learning and natural language proces
Inductive Logic Programming
Inductive Logic Programming (ILP) is a subfield of machine learning and artificial intelligence that combines concepts from both logic programm
Understanding Precision and Recall
Precision and recall are two fundamental metrics used to evaluate the performance of classification models in machine learning and deep learnin
Understanding Overfitting in Machine Learning
Overfitting is a common problem in machine learning and deep learning where a model learns the training data too well, to the extent that it ca
Introduction to Cross Validation
Cross-validation is a crucial technique in machine learning for evaluating the performance of a predictive model. It involves partitioning the
Random Forest vs Decision Trees
If you are new to machine learning, you may have come across the terms random forest classifier and decision trees and are now curious about th
Machine Learning vs Deep Learning
Machine learning and deep learning are both subfields of artificial intelligence (AI) that involve training algorithms to learn patterns and ma
Understanding Unsupervised Machine Learning Concepts
What is unsupervised machine learning? Unsupervised machine learning is a type of machine learning where the model is trained on an unlabeled
Understanding Supervised Machine Learning Concepts
In this article, learn what is of supervised machine learning and explore how it is applied to solve real-world problems. Supervised Machine
How to predict car prices using linear regression
In this article, learn how to apply linear regression techniques to solve real-world problems. For this example, you will understand how to per
How to do Multiple Linear Regression
In this tutorial, we will learn how to use Python to perform multiple linear regression. Since we have been introduced to simple linear regress
Sign up for our newsletter
Don't miss anything. Get all the latest posts delivered to your inbox. No spam!