Supervised Learning Algorithms - Classification

A deep dive into commonly used classification algorithms.

19 Tutorials
0 Exercises
Beginner Level
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About this course

Contributors & Instructors

What you will learn?

Course Content

Introduction to Supervised Learning

Introduction to Logistic Regression

Multi-Class Logistic Regression

Model Evaluation for Classification

Exercise on Logistic Regression

Challenge - Logistic Regression

Decision Tree

Exercise on Decision Tree Classifier

Challenge - Decision Tree Classifier

Support Vector Machine

Exercise on Support Vector Machine

Challenge - Support Vector Classifier

Random Forest

Ensemble Models

Exercise on Random Forest Classifier

Challenge - Random Forest Classifier

Naive Bayes Classifier

Exercise on Naive Bayes Classifier

Challenge - Naive Bayes Classifier

Earn Recognition


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