Overview

R is one of the most popular programming languages for exploring the mathematical side of machine learning and efficiently performing computational statistics.

This Learning Path demonstrates how to use the R ecosystem to create practical machine learning applications that perform intelligent tasks within your organisation. You’ll start by building robust machine learning models with ensembles to predict employee attrition, then move on to different clustering techniques to segment customers using wholesale data and use TensorFlow and Keras-R for advanced computations. Each chapter will assist you in implementing advanced machine learning algorithms by using real-world examples.

You’ll also learn about reinforcement learning, including its various use cases and models. Toward the end, you’ll get a glimpse of how some of these black-box models can be diagnosed and understood. By the end of this Learning Path, you will have acquired the knowledge and skills required to apply machine learning techniques in your projects.

The Benefits of Advanced Machine Learning with R Training

• Recognised accredited qualification
• Learn about black-box models
• Gain knowledge and skills
• Learn machine techniques