Analytics

  • Introduction to 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