Online Course Highlights
- Prof. A. Ramesh via NPTEL
- Co-ordinated by: IIT Roorkee
- 12 Weeks duration
- Discipline: Computer Science and Engineering
- Language: English
Syllabus
- Introduction to data analytics
- Introduction to Probability- I
- Python Demo for Distributions
- Hypothesis Testing- I
- Hypothesis Testing: Two sample test- II
- Randomize block design (RBD)
- Estimation, Prediction of Regression Model Residual Analysis
- Maximum Likelihood Estimation- I
- Confusion matrix and ROC- I
- Chi – Square Test of Independence – I
- Clustering analysis: Part III
- Hierarchical method of clustering- II
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