Data Science helps you to convert raw data into meaningful insights. The aim of this course is to introduce the data science techniques in R for any data science enthusiasts. This crash course will give you a good foundation in most of the important data science tools in R including essentials of the R programming techniques, exploratory data analysis, predictive modeling, supervised learning, unsupervised learning and Neural Networks using R.

Organizer: The Centre for Data Science, Faculty of Science, University of Colombo

Session 1 – Tuesday 23rd November 2021, 9am-12pm (IST)

• Essentials in R programming
• Exploratory Data Analysis in R 
• Predictive modelling using R  
• Multiple Linear Regression
• Logistic Regression

Session 2 – Tuesday 23rd November 2021, 1pm-4pm (IST)

• R for Supervised Learning
• R for Unsupervised Learning
• R for Neural Networks

Investment: Free

Prerequisites: 

• • R skills – No prior knowledge is needed
  • Data Science skills –  Basic level