- Introduction to Analytics
Analytics
Total Hours
8
Basic Statistics
- Data Collection and Cleansing
- Descriptive Statistics
- Model Fitting
- Probability Theory
- Estimation Theory
- Hypothesis Testing
Total Hours
56
Basic R
- Introduction to R
- Vectors, Matrix and Array
- Function & Loops
- Lists & Data Frames
- Data Visualization
Total Hours
40
Basic Python
- Introduction to Python
- Sequences
- Object-Oriented Programming
- File and Directory
- Function & Loops
- Functional Programming
- Data Visualization
- Network Programming
- Parallel Python Threads.
Total Hours
56
Tableau
- Data Visualisation using Tableau
Total Hours
24
Advanced Analytics
- Introduction to Modeling
Total Hours
8
Advance Statistics
- Regression
- Time Series Analysis
- Multivariate Statistics
Total Hours
112
Statistical Learning
- Classification
Total Hours
40