Machine Learning using Python - A Beginner's Guide

Machine Learning using Python - A Beginner's Guide

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
English
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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.

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