Omair AasiminTowards Data ScienceMachine Learning Project 17 — Compare Classification AlgorithmsIn the past 7 projects, we implemented the same project using different classification algorithms namely — “Logistic Regression”, “KNN”…Sep 17, 20191Sep 17, 20191
Omair AasimMachine Learning Project 16 — Random Forest ClassifierToday, I’ll be covering the last classifier — Random Forest. There are many more — but we’ll cover them as and when we use them in…Sep 16, 2019Sep 16, 2019
Omair AasimMachine Learning Project 15 — Decision Tree Classifier — Step by StepYou might have come across the term “CART” — it stands for Classification And Regression Trees. Classification Tree’s help us classify our…Sep 15, 2019Sep 15, 2019
Omair AasimMachine Learning Project 14 — Naive Bayes Classifier — Step by StepIf you are like me and enjoy Mathematics, then you’ll definitely enjoy this article. Before getting into the Naive Bayes Classifier, let’s…Sep 14, 20192Sep 14, 20192
Omair AasimMachine Learning Project 13 — Using Kernel Support Vector MachineIn my last post, we covered the Support Vector Machine (SVM) classification algorithm and how it works. Today, we are going to talk about…Sep 13, 2019Sep 13, 2019
Omair AasimMachine Learning Project 12 — Using Support Vector ClassificationToday, let’s cover a new type of classification algorithm — “Support Vector Machine (SVM)”. The Math behind that is pretty complex so I…Sep 12, 2019Sep 12, 2019
Omair AasiminAnalytics VidhyaMachine Learning Project 11 — Whose my Neighbor? — k Nearest NeighborToday we will understand the k-Nearest Neighbor (kNN) classification algorithm. It is one of the most easiest algorithms.Sep 11, 20191Sep 11, 20191
Omair AasiminTowards Data ScienceMachine Learning Project 10 — Predict which customers bought an iPhoneWe have completed 9 projects so far covering different types of Regressions.Sep 10, 2019Sep 10, 2019
Omair AasiminTowards Data ScienceMachine Learning Project 9 — Predict weight based on height and genderToday I am going to be working on this Kaggle dataset. This dataset has 10000 rows and provides the weight, height and gender of the…Sep 9, 20191Sep 9, 20191
Omair AasiminAnalytics VidhyaMachine Learning Project 8: Predict weight using Linear RegressionI thought of working on a Kaggle dataset today but at the same time I was looking for a very simple project.Sep 8, 2019Sep 8, 2019