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Caret package in R

  • Learn how to streamline the model training process for complex regression and classification problems
    using Caret package in R

Created by Selva Prabhakaran

  • 25 Video Lessons

  • English

  • English captions

What you will learn

01

Data
Processing

02

Data
Transformation

03

Exploratory Data
Analysis

04

Feature
Selection

05

Genetic
Algorithms

06

Machine Learning
Algorithms

07

Hyperparameter
Tuning

Course Curriculum

Requirements

  • Courses Page1 R-Programming knowledge
  • Courses Page1 Foundational knowledge of Data Science

Who should attend this course?

  • Data Science Aspirants

  • Data Science Professionals

  • Software/Data engineers interested in quantitative analysis

  • Professionals working with large datasets

  • Data analysts, economists, researchers

Instructor

Selva Prabhakaran Principal Data Scientist

My name is Selva, and I am super excited to mentor you on this project!

I head the Data Science team for a global Fortune 500 company and over the last 10 years of my data science experience I’ve deployed 20+ global products. I’m also the Founder & Chief Author of Machine Learning Plus, which has over 4M annual readers.

I specialize in covering the in-depth intuition and maths of any concept or algorithm. And based on my existing student requests, I’ve put up the series of courses and projects with detailed explanations – just like an on the job experience. Hope you love it!

  • 4.5+Instructor rating

  • 200+ reviews

  • 10K+students

  • 15+ Courses

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