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Course Curriculum

Chapter 1: Introduction to Business Analytics
1.1 Introduction to Business Analytics FREE 1 year
1.2 Case Study: Customer Churn in a Bank FREE 1 year
1.3 Identifying the Problem Statement FREE 1 year
1.4 Hypothesis Generation FREE 1 year
1.5 Data Collection, Analysis and Presentation FREE 1 year
Chapter 2: Case Study: Talent Analytics (Harvard Business Review Excerpts)
2.1 Case Study: Talent Analytics (Harvard Business Review Excerpts) FREE 1 year
2.2 Models – an integral component of analytics FREE 1 year
2.3 Mathematical Models FREE 1 year
2.4 Spreadsheet Models FREE 1 year
Chapter 3: Modeling Process
3.1 Modeling Process FREE 1 year
3.2 Case Study: Data-driven decision making (Harvard Business Review Article) FREE 1 year
3.3 Case Study: Cruise Business FREE 1 year
Exercise – Chapter 3 1 year
Chapter 4: Exploring Data
4.1 Exploring Data FREE 1 year
4.2 Data Sets, Variables, and Observations FREE 1 year
Exercise – Chapter 4 1 year
Chapter 5: Descriptive Summary for Numerical Variables
5.1 Descriptive Summary for Numerical Variables FREE 1 year
5.2 Visualization of cross-sectional variables (numeric) FREE 1 year
5.3 Visualization of time-series numerical variables FREE 1 year
Exercise – Chapter 5 1 year
Chapter 6: Univariate Data Analysis using R
6.1 Univariate Data Analysis using R FREE 1 year
6.2 Basics of R FREE 1 year
Exercise – Chapter 6 1 year
Chapter 7: Univariate Analysis using R
7.1 Univariate Analysis using R FREE 1 year
Exercise – Chapter 7 1 year
Chapter 8: Advanced topics for analyzing variables
8.1 Empirical Cumulative Distribution Function (ECDF) FREE 1 year
Exercise – Chapter 8 1 year
Chapter 9&10: Relationships among variables
9.1 Relationships among variables FREE 1 year
Exercise – Chapter 9 1 year
Chapter 11: Relationships between a nominal and a numeric variable
11.1 Relationships between a nominal and a numeric variable FREE 1 year
Exercise – Chapter 11 1 year
Chapter 12: Finding relationships between numerical variables
12.1 Finding relationships between numerical variables FREE 1 year
12.2 Correlation and Covariance FREE 1 year
Exercise (A) – Chapter 12 1 year
Exercise (B) – Chapter 12 1 year
Chapter 13: Pivot Tables in Excel
13.1 Pivot Tables in Excel FREE 1 year
Exercise – Chapter 13 1 year
Chapter 14: Using R for finding relationships between variables
14.1 Using R for finding relationships between variables FREE 1 year
Exercise – Chapter 14 1 year
Chapter 15: Probability and Distributions
15.1 Probability and Distributions FREE 1 year
15.2 Tidy Data FREE 1 year
Chapter 16: Case Study: Cosmetic Company
16.1 Case Study: Cosmetic Company FREE 1 year
Chapter 17: Sampling and Sampling Distributions
17.1 Sampling and Sampling Distributions FREE 1 year
Exercise – Chapter 17 1 year

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