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Machine Learning Basics: Logistic Regression, LDA & KNN in R [Free Online Course] - TechCracked

Machine Learning Basics: Logistic Regression, LDA & KNN in R

Learn logistic regression in R studio. Logistic Regression , Discriminant Analysis & KNN machine learning models in R

This course includes:
  • 6 hours on-demand video
  • 18 articles
  • 33 downloadable resources
  • Full lifetime access
  • Access on mobile and TV
  • Certificate of completion


What you'll learn
  • Understand how to interpret the result of Logistic Regression model and translate them into actionable insight
  • Learn the linear discriminant analysis and K-Nearest Neighbors technique in R studio
  • Learn how to solve real life problem using the different classification techniques
  • Preliminary analysis of data using Univariate analysis before running classification model
  • Predict future outcomes basis past data by implementing Machine Learning algorithm
  • Indepth knowledge of data collection and data preprocessing for Machine Learning logistic regression problem
  • Course contains a end-to-end DIY project to implement your learnings from the lectures
  • Graphically representing data in R before and after analysis
  • How to do basic statistical operations in R


Description

You're looking for a complete Classification modeling course that teaches you everything you need to create a Classification model in R, right?

You've found the right Classification modeling course covering logistic regression, LDA and kNN in R studio!

After completing this course, you will be able to:
· Identify the business problem which can be solved using Classification modeling techniques of Machine Learning.
· Create different Classification modelling model in R and compare their performance.


· Confidently practice, discuss and understand Machine Learning concepts

Enroll Now

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