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Free Course 2: Introduction to Supervised Machine Learning
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.
Also, no copyright infringement is intended. In case the content belongs to you or someone you know, please contact us and we will give you credit or remove your content.