PinnedSenih Berkay AkınBias-Variance Trade-off(Overfitting/ Underfitting) and Polynomial RegressionBias-Variance Trade-OffSep 2, 2022Sep 2, 2022
Senih Berkay AkınRandom ForestThe Bagging Method as one of the Ensemble MethodsNov 17, 2022Nov 17, 2022
Senih Berkay AkınDecision TreesTree-based machine learning algorithms are considered the most extensively used and successful supervised learning algorithms.Nov 16, 2022Nov 16, 2022
Senih Berkay AkınSVM (Support Vector Machines)Support Vector Machines OverviewNov 15, 2022Nov 15, 2022
Senih Berkay AkınRegularization, Cross-Validation and Grid SearchRegularization OverviewSep 6, 2022Sep 6, 2022
Senih Berkay AkınScikit-Learn and Regression Error MetricsYou are going to learn a quick overview of Sicikit-Learn in this lesson. A library called Scikit-Learn contains a variety of machine…Sep 2, 2022Sep 2, 2022
Senih Berkay AkınLinear RegressionWhen working with data, we will encounter two issues: regression and classification. In classification issues, we categorize our data into…Sep 2, 2022Sep 2, 2022
