Riana Kunnemann completed a Marketing Analytics course from April 29th to May 19th, 2015. The course consisted of 28 modules introducing SQL and its importance and applications for marketers. Modules covered writing and using SQL queries, analyzing repeat buyers and user demographics, cohort analysis, and tools for SQL scripting and reporting. Riana spent a total of 149 minutes engaging with the course content.

1. 5/19/2015 Excel with Business
https://excelwithbusiness.com/user/certificate/Npm4T3H2M8/L32zyd6xVK 1/2
Certificate of Attainment
This certifies that Riana Kunnemann started the
Marketing Analytics course on 29th April 2015 and has
completed the following training.
SECTION DATE COMPLETED MODULE(S) TIME SPENT
Introduction 29th April 2015 Importance of the Course 4 minutes
What is SQL? 29th April 2015
29th April 2015
29th April 2015
29th April 2015
29th April 2015
29th April 2015
29th April 2015
Introduction
What is SQL?
Why SQL?
How SQL Works
Life as a Marketer Without SQL
Life as a Marketer With SQL
Why SQL is Critically Important for Marketers
1 minutes
1 minutes
2 minutes
1 minutes
6 minutes
5 minutes
12 minutes
Writing SQL Queries 29th April 2015
8th May 2015
8th May 2015
8th May 2015
12th May 2015
12th May 2015
12th May 2015
13th May 2015
Preparing to Write a Query
Excel vs. SQL
SQL Google Docs Resource
Writing Queries, Part 1
Writing Queries, Part 2
Writing Queries, Part 3
Writing Queries, Part 4
Tools to Use
9 minutes
4 minutes
0 minutes
2 minutes
5 minutes
9 minutes
19 minutes
3 minutes
Using SQL 13th May 2015
13th May 2015
13th May 2015
13th May 2015
15th May 2015
15th May 2015
15th May 2015
What Other Marketers Have Done with SQL
Finding Table and Column Names
How to Query a Database
Exercise: Finding Repeat Buyers Using SQL
Answer: How to Find Repeat Buyers Using SQL
Exercise: Use SQL to Understand User Demographics
Answer: Use SQL to Understand User Demographics
1 minutes
4 minutes
7 minutes
3 minutes
5 minutes
0 minutes
2 minutes

2. 5/19/2015 Excel with Business
https://excelwithbusiness.com/user/certificate/Npm4T3H2M8/L32zyd6xVK 2/2
15th May 2015
19th May 2015
19th May 2015
Using SQL for Cohort Analysis
SQL Scripting and Reporting
Conclusion
10 minutes
2 minutes
3 minutes
Bonus Content 19th May 2015
19th May 2015
Chartio for Data Anlysis
How to Use My Google Query Creator
7 minutes
6 minutes
OVERALL 19th May 2015 28/28 modules 149 minutes
Marc Zao-Sanders
Director, Excel with Business