Bardh RushitiLogistic Regression — General OverviewIn the early twentieth century, logistic regression was used mainly in the social and biological sciences. It is used as a classifier, to…5 min read·Jan 21, 2022----
Bardh RushitiHuman-Level Performance and Bayesian Optimal ErrorOn a lot of machine learning tasks, the progress of the model (in terms of accuracy) is relatively rapid in the beginning. However, as it…3 min read·Jun 18, 2021--1--1
Bardh RushitiNeural NetworksBefore we dive into explaining the core concepts of neural networks, I want to take some time and appreciate the remarkable and complex…6 min read·Feb 6, 2021----
Bardh RushitiEnsemble Learning MethodsI want to start this article with a question —How many jelly beans exactly do you think there are in this jar? Give a wild guess…5 min read·Dec 21, 2020--2--2
Bardh RushitiReinforcement LearningIn the previous articles, I have explained the underlying distinction between supervised and unsupervised learning, which was the presence…4 min read·Nov 27, 2020----
Bardh RushitiClassical Machine Learning — Unsupervised Learning EditionEver wondered how the unsupervised machine learning work? Here, I explain them, and how are they used throughout the industry.8 min read·Nov 4, 2020--1--1
Bardh RushitiClassical Machine Learning — Supervised Learning EditionMachine Learning (ML) initially started in the ’50s and ’60s as pattern recognition, which means that algorithms learned by “seeing” more…6 min read·Oct 3, 2020----
Bardh RushitiNavigating Into the World of Machine LearningWith the rapid expansion of Machine Learning as a field of research, it’s not easy to keep up with everything that is being invented and…2 min read·Aug 15, 2020----
Bardh RushitiFundamental Components of Machine LearningIn the following weeks I will share with you some articles with the intent to explain some machine learning concepts. A straightforward…6 min read·Jul 20, 2020----
Bardh RushitiGet Started with Machine LearningIf you’re reading this, it shows that you are curious and interested in learning! Awesome — you’ve come across the right article. Here, I…6 min read·Jun 12, 2020----