Free Course 2: Introduction to Supervised Machine Learning

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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 4: Reinforcement Learning, Semi-Supervised Learning & Self-Supervised 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.

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