Data Science: Machine Learning and Statistical Modeling in R

Course details

In this course, we will teach you advanced techniques in machine learning with the latest code in R. Now is the time to take control of your data and start producing superior statistical analysis with R. You will delve into statistical learning theory and supervised learning; design efficient algorithms; learn about creating Recommendation Engines; use multi-class classification and deep learning and more.

This course starts with teaching you how to set up the R environment, which includes installing RStudio and R packages. This course aims to excite you with awesome projects focused on analysis, visualization, and machine learning. You will explore, in depth, topics such as data mining, classification, clustering, regression, predictive modeling, anomaly detection, and more. Well start off with data analysis this will show you ways to use R to generate professional analysis reports. Well then move on to visualizing our data this provides you with all the guidance needed to get comfortable with data visualization with R. Finally, well move into the world of machine learning this introduces you to data classification, regression, clustering, association rule mining, and dimension reduction.

This course supplies in-depth content that put the theory into practice. You know you need to upgrade your skills to stay relevant. Dont wait. Enroll in this course today.