Supervised Learning Full Course - Supervised Learning Tutorial for Beginners

This Supervised Learning Full Course Video will introduce you Machine Learning Algorithms and tell you detail how Supervised Learning Algorithms work. This video will act as a comprehensive guide for people wanting to make a career in the Machine Learning Domain.

In Supervised learning, you train the machine using data that is well "labeled." It means some data is already tagged with the correct answer. It can be compared to learning which takes place in the presence of a supervisor or a teacher. A supervised learning algorithm learns from labeled training data, helps you to predict outcomes for unforeseen data.

Some experts believe Supervised Learning is better than Unsupervised Learning because it allows you to collect data or produce a data output from the previous experience and helps you to optimize performance criteria using experience, in this video we will be explaining various advantages in detail. We will also be covering different topics such as, What is Machine Learning, What are their types, Python implementation for Regression, and much more.

→ Introduction.
→ What is Machine learning?.
→ Traditional programming VS machine Learning.
→ Types of Machine Learning.
→ What is regression?.
→ What is the least square methods?.
→ Python implementation for Regression.
→ What is Logistic Regression?.
→ What is ROC curve?.