08:30 - 09:00 Registration

09:00 - 09:15 Inauguration

09:15 - 09:30 Checking if the installations are done correctly

09:30 - 11:30 Basic multivariate statistics and visualisation

• What is statistics?
• Multivariate analysis - Why, what & How?
• Data visualisations & interpretations
• Statistical hypothesis testing

11:30 - 11:45 Pitch by Circle of Life CEO Vaibhav Singh

11:45 - 12:00 Tea break

12:00 - 14:00 Parameter estimation and regression

• Parameter estimation using MMSE, Maximum likelihood
• Regression and variable selection (Ridge, Lasso and MDL)

14:00 - 15:00 Lunch break

15:00 - 17:30 Elementary machine learning

• Dimension reduction using PCA
• Clustering K Means and GMM
• Classification using Naive Bayes, Neural Nets
• Learning from big data on H2O