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
- Basic Python
- Basic Mathematical operations on matrix
- Spyder IDE, Python, SKlearn installed in the computer.