Machine Learning - Regression and Classification (math Inc.)

A complete Beginner to Advance level guide to Machine Learning. Hands-on Learning approach with in-depth math concepts

What You Will Learn: 

• Understand and implement a Decision Tree in Python
• Understand about Gini and Information Gain algorithm
• Solve mathematical numerical related decision trees
• Learn about regression trees
• Learn about simple, multiple, polynomial and multivariate regression
• Learn about Ordinary Least Squares Algorithms
• Solve numerical related to Ordinary Least Squares algorithm
• Learn to create real world predictions and classification projects
• Learn about Gradient Descent
• Learn about Logistic Regression and hyper parameters

Requirements : 

• Basic mathematical concepts of addition, multiplication and so on
• Knowing python beforehand would be handful

Who this Course is for:

• Seasonal and Beginners Python developers who want to learn about different AI and ML algorithms
• Students who want to learn all the mathematics behind popular regression and classification models
• Students who want to learn to implement data science libraries to solve real world Machine Learning problems

Price: $139.99 100% off

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