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Introduction to Supervised Machine Learning
Welcome to this free course on Supervised Machine Learning. You would learn the topics in a very simple language
Prequel to this course
Free Course 1: Introduction to ML and AI
Lesson 1 – What is Supervised Machine Learning?
Lesson 2 – Types of Supervised Machine Learning – Logistic Regression, Linear Regression
Lesson 3 – Types of Supervised Machine Learning – Decision Tree
Lesson 4 – Decision Tree, Information Gain
Lesson 5 – Decision Tree, Gini Impurity
Lesson 6 – Overfitting, Underfitting, Pre pruning a Decision Tree
Lesson 7 – Random Forest
Lesson 8 – XG Boost
Lesson 9 – Steps to build a Supervised Machine Learning Model
Continue your AI learning journey with more free courses
Free Course 3: Introduction to UnSupervised Machine Learning
Free Course 5: Introduction to Neural Networks and Deep Learning
Free Course 6: Introduction to Computer Vision
Free Course 10: Introduction to Generative AI
Free Course 11: Introduction to Prompt Engineering
Free Course 12: Introduction to Large Language Models
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Disclaimer – Some of the course content is taken from Kaggle and Deeplearning.ai courses All the copyrights of the material/ content belong to them. We have just included that in our course and tried to simplify it further to make AI education accessible to everyone.