03 Day workshop on "Data Analytics using R Programming" in Manipur University from 09-11 April,2018. The registration fee & Course detail details provided below:
Tentative Syllabus
Day 1
Introduction to Machine Learning / Data Analytics Introduction to Data science / Machine learning / data analysis Some practical examples - discussion
Statistics – a quick overview All about Data and data types Statistical measures Different types of statistics – descriptive and inferential,Introduction to R Data types Vectors Matrix List Functions and loops Dataframe Statistical analysis
Day 2
Regression Simple linear regression Multiple linear regression Logistic regression
Trees Decision tree Random Forests
Day 3
Clustering Knn – K-nearest neighbour SVM – support vector machines
Assignment / Mini project Carry out some standardized procedures to approach data analytics using input data
Registration Fee
* Rs. 1000 for Faculty Members.
* Rs. 1500 for the Students & Industry Personnel