Supervised Learning Algorithms - Classification
A deep dive into commonly used classification algorithms.
19 Tutorials
0 Exercises
Beginner Level
100% Online
Self-paced
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About this course
Contributors & Instructors
What you will learn?
Course Content
1. Introduction to Supervised Learning
1
Introduction to Supervised Learning
2. Logistic Regression
5
Introduction to Logistic Regression
Multi-Class Logistic Regression
Model Evaluation for Classification
Exercise on Logistic Regression
Challenge - Logistic Regression
3. Decision Tree
3
Decision Tree
Exercise on Decision Tree Classifier
Challenge - Decision Tree Classifier
4. Support Vector Machine
3
Support Vector Machine
Exercise on Support Vector Machine
Challenge - Support Vector Classifier
5. Random Forest
4
Random Forest
Ensemble Models
Exercise on Random Forest Classifier
Challenge - Random Forest Classifier
6. Naive Bayes
3
Naive Bayes Classifier
Exercise on Naive Bayes Classifier
Challenge - Naive Bayes Classifier
