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Practical Machine Learning with Scikit-Learn [Free Online Course] - TechCracked

Practical Machine Learning with Scikit-Learn

Learn the most powerful machine learning algorithms in under an hour



What you'll learn

  • How to implement regression, classification and boosting algorithms
  • Which algorithms work best for a given dataset
  • Data preprocessing


Description

Machine learning is a rapidly growing field. However, a lot of courses on the internet today do not go over some of it's most powerful algorithms. In this course, we will learn multiple machine learning algorithms, along with data preprocessing, all in under an hour. We will go over regression, classification, component analysis and boosting all in scikit-learn, one of the most popular machine learning libraries for python.

Algorithms we'll go over (in order):

  • Linear Regression
  • Polynomial Regression
  • Multiple Linear Regression
  • Logistic Regression
  • Support Vector Machines
  • Decision Trees
  • Random Forest
  • Principle Component Analysis
  • Gradient Boosting
  • XGBoost

Also See : Python for Beginners 2021:Basics to Adv 12 Week Masterclass

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