Six days workshop on business analytics and exposure to various statistical platforms (m s excel, spss, amos, python and r)

1. ays workshop on Business Analytics and exposure to Various Statistical Platforms (M S Excel, SPSS, AMOS, Python a
Date Resource person Topics Timings
From To
3rd
August
2020
Dr. J. K.
Sachdeva (MS
Excel)
4:00 PM 7:45 PM
1. Introduction to Data analysis basics (Deductive reasoning)
2. Introduction to Central Tendency (Mean, Median, Mode, Variance, Standard Deviation, Correlation)
3. Normal Distribution, Normality and Reliability Test
4. Formal Experimental Designs
5. ANOVA (One Way & Two Way)
4th
August
2020
Dr. J. K.
Sachdeva (MS
Excel)
4:00 PM 7:45 PM
1. Testing Of Hypothesis ( Mean, Difference of means, Propositions)
2. Difference between T-test and Z-test
3. Relationship among T-stat, Z, χ2, and F
4. Test of Association
5th
August
2020
Dr. Saket
Jeswani (SPSS)
4:00 PM 7:45 PM
1. Exploratory Factor Analysis
2. Multiple Linear Regression
3. Ordinary Least Squares regression (OLS)
4. Discriminant analysis
5. Logistic Regression
6th
August
2020
Dr. Saket
Jeswani
4:00 PM 7:45 PM
1. Introduction to AMOS
2. Confirmatory Factor Analysis
3. Path Analysis
4. Structural Equation Modelling
5. Mediation & Moderation
7th
August
2020
Dr. M. M. Tripathi 4:00 PM 7:45 PM
Python Basics and Data Structuring
Data Analysis Using Regression and Decision Tree
8th
August
Dr. Mukund
M dh T i hi
4:00 PM 7:45 PM
Introduction to R

2. August
2020
Madhav Tripathi Coding and data Visualization in R
4:00 PM 7:45 PM