Course curriculum

    1. How to use this course

      FREE PREVIEW

    2. Introduction to Learning management system

    3. Important Reading - Get Started

    4. Participant Honor Code

    5. Download - Required for the course

    6. Minitab Application Installation and Instructions

    7. Mindmaps

    1. BAF Virtual Classroom Schedule

    2. Business Analytics Foundation Virtual Classroom Link

    3. Business Analytics Foundation, Manual login details

    1. What is Statistics?

    2. Graphical Plots

    3. Descriptive Statistics

    4. Outliers

    5. Boxplot

    6. Skewness

    7. Normal Distribution

    8. Effect of Outliers

    1. Downloads

    2. Mathematics

    3. Exploratory Data Analysis

    4. Descriptive Statistics

    1. Download

    2. Hypothesis testing

    3. Illustration - Hypothesis Testing

    4. P value

    5. Hypothesis Tests for Means

    6. Practice Exercises

    7. Sample Size for Estimation

    8. Parameter Estimation - Proportion

    9. Parameter Estimation - MEAN

    10. Parameter Estimation - Standard Deviation

    11. Confidence Intervals - Manual computation

    12. Paired t test - Manual Computation

    13. Introduction to ANOVA - Statistical Background

    14. One Way ANOVA - Manual Computation

    15. Chi-Square Test for Independence (Manual Computation)

    16. Chi-Square Test for Goodness of Fit (Manual Computation)

    17. Mann-Whitney U Test - Manual Computation

    1. Download

    2. Which Regression Analysis should you choose?

    3. Assumptions of Ordinary Least Square Regression (Numeric Y, Numeric and categorical Xs)

    4. Adspend vs Sales

    5. Multiple Regression with continuous and categorical X variable

    6. Y continuous, multiple Xs - Biomass

    7. Y continuous, Multiple X - Best Subset

    8. Y continuous, Multiple X - Stepwise

    9. Y discrete (1 event)

    10. Bought / Didn't Buy

    11. Y Discrete - Ordinal

    12. Y Discrete (multiple events)

    13. Y (Discrete -counts)

    14. Logistic Regression - Model Summary and Measures of Association

    15. Logistic Regression - Link Function

    16. Variable Normalization / Feature Scaling

About this course

  • ₹57,000.00
  • 83 lessons
  • 2.5 hours of video content