--- product_id: 303406709 title: "Machine Learning with R, the tidyverse, and mlr" price: "AED 234" currency: AED in_stock: true reviews_count: 5 url: https://www.desertcart.ae/products/303406709-machine-learning-with-r-the-tidyverse-and-mlr store_origin: AE region: United Arab Emirates --- # Machine Learning with R, the tidyverse, and mlr **Price:** AED 234 **Availability:** ✅ In Stock ## Quick Answers - **What is this?** Machine Learning with R, the tidyverse, and mlr - **How much does it cost?** AED 234 with free shipping - **Is it available?** Yes, in stock and ready to ship - **Where can I buy it?** [www.desertcart.ae](https://www.desertcart.ae/products/303406709-machine-learning-with-r-the-tidyverse-and-mlr) ## Best For - Customers looking for quality international products ## Why This Product - Free international shipping included - Worldwide delivery with tracking - 15-day hassle-free returns ## Description Summary Machine learning (ML) is a collection of programming techniques for discovering relationships in data. With ML algorithms, you can cluster and classify data for tasks like making recommendations or fraud detection and make predictions for sales trends, risk analysis, and other forecasts. Once the domain of academic data scientists, machine learning has become a mainstream business process, and tools like the easy-to-learn R programming language put high-quality data analysis in the hands of any programmer. Machine Learning with R, the tidyverse, and mlr teaches you widely used ML techniques and how to apply them to your own datasets using the R programming language and its powerful ecosystem of tools. This book will get you started! Purchase of the print book includes a free eBook in PDF, Kindle, and ePub formats from Manning Publications. About the book Machine Learning with R, the tidyverse, and mlr gets you started in machine learning using R Studio and the awesome mlr machine learning package. This practical guide simplifies theory and avoids needlessly complicated statistics or math. All core ML techniques are clearly explained through graphics and easy-to-grasp examples. In each engaging chapter, you’ll put a new algorithm into action to solve a quirky predictive analysis problem, including Titanic survival odds, spam email filtering, and poisoned wine investigation. What's inside Using the tidyverse packages to process and plot your data Techniques for supervised and unsupervised learning Classification, regression, dimension reduction, and clustering algorithms Statistics primer to fill gaps in your knowledge About the reader For newcomers to machine learning with basic skills in R. About the author Hefin I. Rhys is a senior laboratory research scientist at the Francis Crick Institute. He runs his own YouTube channel of screencast tutorials for R and RStudio. Table of contents: PART 1 - INTRODUCTION 1.Introduction to machine learning 2. Tidying, manipulating, and plotting data with the tidyverse PART 2 - CLASSIFICATION 3. Classifying based on similarities with k-nearest neighbors 4. Classifying based on odds with logistic regression 5. Classifying by maximizing separation with discriminant analysis 6. Classifying with naive Bayes and support vector machines 7. Classifying with decision trees 8. Improving decision trees with random forests and boosting PART 3 - REGRESSION 9. Linear regression 10. Nonlinear regression with generalized additive models 11. Preventing overfitting with ridge regression, LASSO, and elastic net 12. Regression with kNN, random forest, and XGBoost PART 4 - DIMENSION REDUCTION 13. Maximizing variance with principal component analysis 14. Maximizing similarity with t-SNE and UMAP 15. Self-organizing maps and locally linear embedding PART 5 - CLUSTERING 16. Clustering by finding centers with k-means 17. Hierarchical clustering 18. Clustering based on density: DBSCAN and OPTICS 19. Clustering based on distributions with mixture modeling 20. Final notes and further reading Review: Machine Learning with R, Tidyverse, and Mlr - Moderna y clara introducción al tema. Review: Buyer’s Remorse ☹️ - Don’t buy this book. The content is super light, dangerously so. I love Manning Publications, but this book was a huge disappointment. Instead buy “Practical Data Science with R” 2nd ed. for guidance on AI techniques and “R for Data Science” for tidyverse guidance. ## Technical Specifications | Specification | Value | |---------------|-------| | Best Sellers Rank | #954,470 in Books ( See Top 100 in Books ) #1,317 in C & C++ Programming #1,455 in Python Programming #1,767 in Databases & Big Data | | Customer Reviews | 4.4 out of 5 stars 30 Reviews | ## Images ![Machine Learning with R, the tidyverse, and mlr - Image 1](https://m.media-amazon.com/images/I/81EWRlUk3xL.jpg) ## Customer Reviews ### ⭐⭐⭐⭐⭐ Machine Learning with R, Tidyverse, and Mlr *by A***Z on 22 July 2020* Moderna y clara introducción al tema. ### ⭐ Buyer’s Remorse ☹️ *by G***. on 27 November 2020* Don’t buy this book. The content is super light, dangerously so. I love Manning Publications, but this book was a huge disappointment. Instead buy “Practical Data Science with R” 2nd ed. for guidance on AI techniques and “R for Data Science” for tidyverse guidance. ### ⭐⭐⭐⭐⭐ lesenswert *by R***R on 4 December 2020* Dieses Buch hat mir einen schönen "Refresher" über das Gebiet gegeben. Es ist sehr umfassend und gut strukturiert. Hervorzuheben ist, dass die Beispiele auch tatsächlich funktionieren. Das ist ja leider nicht immer der Fall bei Titeln dieses Genres. --- ## Why Shop on Desertcart? - 🛒 **Trusted by 1.3+ Million Shoppers** — Serving international shoppers since 2016 - 🌍 **Shop Globally** — Access 737+ million products across 21 categories - 💰 **No Hidden Fees** — All customs, duties, and taxes included in the price - 🔄 **15-Day Free Returns** — Hassle-free returns (30 days for PRO members) - 🔒 **Secure Payments** — Trusted payment options with buyer protection - ⭐ **TrustPilot Rated 4.5/5** — Based on 8,000+ happy customer reviews **Shop now:** [https://www.desertcart.ae/products/303406709-machine-learning-with-r-the-tidyverse-and-mlr](https://www.desertcart.ae/products/303406709-machine-learning-with-r-the-tidyverse-and-mlr) --- *Product available on Desertcart United Arab Emirates* *Store origin: AE* *Last updated: 2026-05-27*