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BADIR: Hands-on Business Analytics
Section 0 - Read-me first
Important message
Pre-survey
Read-Me Document
Handout on BADIR: Hands-on Business Analytics
Section 1
Section 1 - Downloads
Business Analytics Introduction (3:32)
Analytics Landscape - A short overview of the analytics landscape (25:23)
Winery Case - Part 1
Stat 101 - A brief overview of basic statistics used in business
Quiz 1
Section 2
Section 2 - Handout
Winery Case - Part 2 (57:49)
Overview of Test and Learn (A/B Testing)
Competing on Analytics: 3 Key Questions to Ask Your Data (30:59)
Quiz 2
Section 3
Section 3 - Handout
Introduction to Predictive Analytics 1 (24:57)
Introduction to Predictive Analytics 2
Introduction to Predictive Analytics 3
Quiz 3
Section 4
Section 4 - Downloads
BADIR deep dive: a. BADIR step 1: BUSINESS QUESTION - part 1 (17:25)
BADIR deep dive: a. BADIR step 1: BUSINESS QUESTION - Exercise
BUSINESS QUESTION - part 2 (6:25)
BADIR step 2: ANALYSIS PLAN - part 1 (17:29)
BADIR step 2: ANALYSIS PLAN - Exercise
ANALYSIS PLAN - part 2 (46:58)
Quiz 4
Section 5
Section 5 - Downloads
BADIR step 3: DATA COLLECTION (13:34)
BADIR step 4: DERIVE INSIGHTS - Part 1 (16:31)
BADIR step 4: DERIVE INSIGHTS - Part 2 - Aggregate analysis review (24:39)
BADIR step 4: DERIVE INSIGHTS - Part 3 (40:17)
BADIR step 4: DERIVE INSIGHTS - Part 4 - Estimation exercise review (14:16)
Quiz 5
Section 6
Section 6 - Downloads
BADIR step 5: RECOMMENDATIONS - Part 1 (30:51)
BADIR step 5: RECOMMENDATIONS - Part 2: Review Deck Building Exercise (11:18)
BADIR step 5: RECOMMENDATIONS - Part 3: Recommendation Exercise
Excel Tips (57:45)
Excel Tips - Bubble Chart (0:40)
How to build an Effective KPI Dashboard- 1 (12:25)
KPI_Dashboard Exercise
How to build an Effective KPI Dashboard- 2 (10:43)
Quiz 6
Section 7
Section 7 - Downloads
Impact in Cross-Functional Organization (50:22)
Umazon capstone case: Business Question, (1:23)
Business Question Answer Review (7:29)
Analysis Goal (2:05)
Umazon: Analysis Plan and Data Collection (23:10)
Section 8
Section 8 - Downloads
Umazon: Derive Insights (57:41)
Umazon Recommendation and Key Take aways (33:34)
Mentoring Session
How do we know if we have the right Business Question and Analysis Plan? (7:23)
Clarity on 3 key questions framework and Data Collection (12:18)
How to find a job after the training? (15:49)
Student case - how to apply error and z_score for a sales win-loss data (36:59)
When can we apply BADIR? (2:18)
How to use z- score and test of significance to determine the performance of email campaigns? (14:13)
Review of Sizing and Estimation Methodology (10:28)
What are the differences between Analytics and Test and Learn? (4:01)
Clarification on the KPI dashboard exercise (12:59)
BADIR VS 3 Key Questions (5:39)
Post your questions here for next monthly session
When to use Margin of Error and guidelines for confidence interval (10:54)
What is R^2? (5:22)
Course Completion Certificate and Survey
Survey
Stat 101 - A brief overview of basic statistics used in business
Statistics 101
: Hands-on exercises
Aggregate Analysis: Mean, Median, mode, Standard Deviation, Variance, Z-score, Error, Confidence Level and Confidence Interval
Correlation Analysis: Correl, r, R-sq, Scatter plot
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