Machine Learning using Python - A Beginner's Guide

Machine Learning using Python - A Beginner's Guide, Machine learning basics, mathematically learn algorithms, algorithms using python from scratch and sklearn.

Created by Shashidhar Hombal

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What you'll learn

• Learn the Basics of Machine learning
• Implement linear regression, polynomial regression, regularization, logistic regression using python from scratch and sklearn library
• Linear Regression and mathematics behind linear regression
• Polynomial regression and mathematics
• Gradient descent technique
• Ridge and Losso Regression
• Bias - Variance Trade off and regularization
• Logistic regression and mathematics behind logistic regression
• Requirements
• Basic Python
• Basic Mathematical operations on matrix
• Spyder IDE, Python, SKlearn installed in the computer.