Search icon CANCEL
Subscription
0
Cart icon
Your Cart (0 item)
Close icon
You have no products in your basket yet
Arrow left icon
Explore Products
Best Sellers
New Releases
Books
Videos
Audiobooks
Learning Hub
Free Learning
Arrow right icon
Arrow up icon
GO TO TOP
R Ultimate 2023 - R for Data Science and Machine Learning

You're reading from   R Ultimate 2023 - R for Data Science and Machine Learning Master R from Basics to Deep Learning, Unveiling Data Science, Statistical Models, Shiny, and Beyond

Arrow left icon
Product type Video
Published in Sep 2023
Publisher
ISBN-13 9781835082539
Length 22hrs 16mins
Edition 1st Edition
Languages
Arrow right icon
Author (1):
Arrow left icon
Bert Gollnick Bert Gollnick
Author Profile Icon Bert Gollnick
Bert Gollnick
Arrow right icon
View More author details
Toc

Table of Contents (29) Chapters Close

1. Course Introduction 2. Data Types and Structures FREE CHAPTER 3. R Programming 4. Data Import and Export 5. Basic Data Manipulation 6. Data Visualization 7. Advanced Data Manipulation 8. Machine Learning: Introduction 9. Machine Learning: Regression 10. Machine Learning: Model Preparation and Evaluation 11. Machine Learning: Regularization 12. Machine Learning: Classification Basics 13. Machine Learning: Classification with Decision Trees 14. Machine Learning: Classification with Random Forests 15. Machine Learning: Classification with Logistic Regression 16. Machine Learning: Classification with Support Vector Machines 17. Machine Learning: Classification with Ensemble Models 18. Machine Learning: Association Rules 19. Machine Learning: Clustering 20. Machine Learning: Dimensionality Reduction 21. Machine Learning: Reinforcement Learning 22. Deep Learning: Introduction 23. Deep Learning: Regression 24. Deep Learning: Classification 25. Deep Learning: Convolutional Neural Networks 26. Deep Learning: Autoencoders 27. Deep Learning: Transfer Learning and Pretrained Networks 28. Deep Learning: Recurrent Neural Networks 29. Shiny
Content Locked
Register for a free Packt account to unlock a world of extra content!
A free Packt account unlocks extra newsletters, articles, discounted offers, and much more. Start advancing your knowledge today.
Unlock this book and the full library FREE for 7 days
Get unlimited access to 7000+ expert-authored eBooks and videos courses covering every tech area you can think of
Renews at $19.99/month. Cancel anytime
Banner background image