Week - 1 |
Importance and Management of Data in Environmental Sciences: Data collection, Random sampling; |
Week - 2 |
Introduction of Software and Programs Used in Data Analysis |
Week - 3 |
Importance of Big Data for Corporate Environmental Management |
Week - 4 |
Data Summary and Presentation: Histograms, Box plot,Time series plots |
Week - 5 |
Random Variables and Probability Distributions: Distributions of continuous and discrete variables |
Week - 6 |
Decision Making by Hypothesis Testing: One sample, |
Week - 7 |
Decision Making by Hypothesis Testing: One sample, |
Week - 8 |
Decision Making by Hypothesis Testing: Two samples, |
Week - 9 |
Decision Making by Hypothesis Testing: Two samples, |
Week - 10 |
Analysis of Variance |
Week - 11 |
Time Series Analysis |
Week - 12 |
Building Experimental Models: Analysis of Multidimensional Data, Correlation and Simple Linear Regression |
Week - 13 |
Building Experimental Models: Analysis of Multidimensional Data, Correlation and Simple Linear Regression |
Week - 14 |
Statistical Process Control: Pareto Analysis. |