Machine Learning Course with R

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Machine Learning Course with R




Data Scientist





Spruce up from your basic concepts to advanced concepts in Machine Learning using R. This comprehensive course is designed by statisticians for aspiring and current statisticians. Learn how to develop systems that learn from trials and errors, and how to use data to generate simple world models. Machine Learning in R Course explores the Supervised vs. Unsupervised Learning, the relationship between Statistical Modeling and Machine Learning, and compares the two using R packages.

Examine real-world instances of machine learning and how it influences society in unexpected ways!


  • Algorithms: Classification, Regression, Clustering, and Dimensional Reduction.
  • Models: Train/Test Split, Root Mean Squared Error, and Random Forests.
  • Statistical Learning
  • R for Machine Learning

Key Features of the course

Collaborative Learning

Collaborative Machine Learning with R


Encompasses Supervised and Unsupervised learning algorithms

Relevant Study Material

Get relevant study material designed by industry experts

Extensive Learning

Learn better with case studies, activities and quizzes

Instructor led training

40 hours of instructor-led training

Comprehensive Learning

Learn the principles of R from the scratch


Topics Covered


  • In order to attend this course, you would need basic knowledge of programming and some familiarity with statistics.

What does Xebia provide differently?

Step into the realm of learning for an all-inclusive growth. Xebia is a pioneering IT consultancy and service provider that aims at Enterprise Development, Agile Development, DevOps, and Outsourcing Services.

World-class Training

World-class Training

Xebia Academy offers an intensive learning program and industry-specific training courses. It’s a globally acclaimed APMG International Partner for Big Data & Data Science training and certification courses.ReadmoreReadless

Boon To Career

Boon To Career

Xebia offers excellent consultancy, innovative tools, and continuous career growth. We will train you to become a Big Data and Data Science expert.ReadmoreReadless

Expert Advantage

Expert Advantage

Get trained by our In-House Data Science experts with an average of 18 years of experience: Data Science and Big Data Experts with extensive knowledge of data and AI.ReadmoreReadless

Flexible Learning

Flexible Learning

Pick the right course: You can choose a public class at our training centre, or learn with your colleagues in a customized, in-company training program, facilitated on-site at your location, anywhere in the world.ReadmoreReadless

Global Experience

Global Experience

18 years of professional training experience and trusted by over 1,00,000 professionals worldwide. Xebia Academy is the largest producer of Big Data and Data Science certifications globally.ReadmoreReadless

Global Experience

Hands-on And Practical Learning Experience

Our trainers are hands-on Data Science practitioners and provide interactive training sessions which let students master required skills in real-world scenarios, giving them an edge in the industry. ReadmoreReadless

Certification Process

  • 01

    Enroll for Machine Learning with R

  • 02

    Attend the Machine Learning Training

  • 03

    Get certified as Machine Learning expert

Industry Connect

Who should attend this course?

  • Software Engineers

  • Data Engineers

What skills will you learn in the course?


Learn Supervised and Unsupervised Machine Learning and its relation of statistical modelling to machine learning.


Learn how to use optimization techniques to identify errors in machine learning model.

Dimensionality Reduction

Learn how to apply the techniques to reduce the number of variables using Feature selection and Feature Extraction.

Ensemble Learning

Learn how to improve your predictive performance by using several learning algorithms.

R for Machine Learning

Discover different R libraries for manipulating, preprocessing, and visualising data.

Association Rule

Learn how to apply the Association Rule to find correlations with key metrics, using the Apriori Algorithm.

Why should you attend this course?

Machine learning is one of the most sought-after industries for the future of AI. Machine learning is set to transform our lives with algorithms that can sort information from data, find patterns, and make informed judgments without explicit human interaction.

Machine Learning is a fascinating and creative field, and individuals who have a thorough understanding of it are well prepared to pursue one of the most profitable occupations of our time.

  • Validate your Machine Learning skills
  • Market yourself as a Machine Learning professional
  • Land in high-ranked job roles in prestigious companies
  • Grab better opportunities and propel your career

Program Visual Library


  • You’ll gain advanced level knowledge on Machine Learning concepts and techniques by using R programming.
  • Learn to build models to implement in real-life scenarios

R programming and MS Excel.

The course certification is issued by Xebia Academy.

MAC OS or Windows with 8GB RAM and i3 processor.

Yes. This course doesn’t require prior programming experience. You would just need basic knowledge of programming and some familiarity with statistics.

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