Advanced Data Analytics and Machine Learning with R (CITREP+ Funded)

Machine learning is a method of data analysis that automates analytical model building. It is a branch of artificial intelligence based on the idea that systems can learn from data, identify patterns and make decisions with minimal human intervention

Many industries working with large amounts of data have recognized the value of machine learning technology. By gleaning insights from this data, organizations are able to work more efficiently or gain an advantage over competitors.

This course will start with the R primer and fundamental on Day 1 and introduce R Machine Learning on Day 2 and 3. Tthis 3 days course on Machine Learning will teach you most of the key machine learning using R. R is particularly suited to learning machine learning due to user friendliness and the powerful RStudio IDE

Course Highlights

  • R Fundamental
  • Overview of Machine Learning
  • Supervised Learning Models
  • Unsupervised Learning Models
  • Neural Network

Learning Outcomes

By the end of the training, learners will be able to:

  • R fundamental
  • Identify appropriate machine learning methods to address the problems and issues
  • Perform data analysis using machine learning methods
  • Draw inferences from the data analysis
  • Using R for machine learning