Learn all the skills you need to start using R for machine learning
Master key concepts and practical skills through structured learning modules. By completing this curriculum, you'll gain valuable expertise applicable to real-world scenarios.
Explore the basic data types and control structures in R
Understand the split-apply-combine paradigm for data manipulation
Learn how to visualize data using ggplot2
Get familiar with various classes of machine learning algorithms: supervised, unsupervised, reinforcement, and deep learning
Understand basics of the caret package and machine learning workflows by completing a mini project
This comprehensive R and Machine Learning Fundamentals curriculum is designed to take you from foundational concepts to advanced implementation. Each module builds upon the previous, ensuring a structured learning path that maximizes knowledge retention and practical application.
Understand what you need to succeed in this course and determine if it's the right fit for your learning goals
What you need before starting this R and Machine Learning Fundamentals course:
This course is perfect for:
Everything you need to know about this online course, from duration to certification
Course Instructor
Packt Publishing
Expert instructor with industry experience
Course Language
English
All materials in English
This online course offers comprehensive training with expert instruction, practical exercises, and a certificate of completion. Join thousands of students advancing their careers through quality online education.
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