Leading in a Data-Driven World: Developing Quantitative Intuition™
“Information is essential to making intelligent decisions, but more often than not, it overwhelms us in today’s data-rich environment. We’ll equip you with a systematic framework to make smarter decisions under uncertainty.”
Oded NetzerThe program’s Faculty Director, Professor of Business at Columbia Business School
Hear about the program from faculty co-directors Oded Netzer, Paul Magnone, and Christopher Frank
- Understand your biases
- Discover why asking the right questions can lead to more successful decisions than having the right answers
- Learn how to ask data-driven questions
“Quantitative Intuition is truly one of the best classes I have ever taken. Professor Netzer, Frank and Magnone opened my eyes to a new way of thinking; the insights I gained from this class have had an immediate impact on the way I strategize and lead in my organization.”
“Superb context to a balanced and pragmatic approach to using data in your decision-making process by combining it with practical intuition.”
“This course went right to the heart of the day-to-day challenges I face with decision and data and provided practical and useful insights for addressing them.”
“This class helped me put common sense to practical use. Excellent teachers who were very enlightening. Definitely lots to take back to my organization!”
“An absolute must for anyone in this data-driven world, especially if you must present to executives or clients.”
Arthur J. Samberg Professor of Business, Columbia Business School
Professor Netzer's research at Columbia Business School centers on one of the major business challenges of the data-rich environment of the 21st century: developing quantitative methods that leverage data to gain a deeper understanding of customer behavior and guide firms' decisions.
He focuses primarily on building statistical and econometric models to measure consumer preferences and understand how customer choices change over time, and across contexts.
Vice President at American Express
As Vice President of Global Marketplace Insights at American Express, Christopher Frank is responsible for advertising, brand, and business-to-business research. Prior to joining American Express, he spent ten years at Microsoft as senior director in market research.
Chris has won industry awards for his accomplishments in analyzing the swing voter consumer, developing a framework for effective branding and building a social media analytics system. He is a recipient of the Wall Street Journal Achievement Award.
Management Consultant at Google
Paul has over 25 years of experience in strategic planning, new product development, acquisition integration, alliance management, and consultative sales. In his current work with Google, he is unlocking the next generation of business value through cloud computing and related technologies.
Previously at IBM, Deloitte Consulting, and several start-ups, Paul launched four global consulting practices in emerging technologies which drove over one billion dollars in new revenue streams. He holds two patents and has been an industry mentor in the National Science Foundation Innovation Corps (I-Corps™) program.
I’m interested in the Certificate in Business Excellence (CIBE), how do I get started?
At Columbia Business School Executive Education, you’ll be able to customize a unique learning experience by selecting programs that best interest you and are most suited for your needs. Any completed program, regardless of format (live online, in-person, or online), will count towards the Certificate in Business Excellence.
Which programs qualify for the CIBE?
Any completed executive education program, regardless of format (live-online, in-person, or online), will count towards the Certificate in Business Excellence. Partner programs will also count towards the certificate.
Which programs do not qualify for 25 percent tuition benefit?
- Advanced Management Program
- Executive Development Program
- Developing Black Leaders in Financial Services
- Strategic Wealth Manager
- Global Banking Program: Fintech, Digital, and Analytics
- Chief Financial Officer
- Chief Marketing Officer
- Venture Capital Private Equity
- Digital Business Leadership Program
- Executive Program in Management
What programs are considered partner programs?
Executive education programs developed and administered with our educational partners, bring the best of our combined knowledge, thought leadership, resources, and expertise. Kindly find a list of our partners here on our partnership page.
What are the costs of the certificate?
There’s no set cost associated with the certificate path since you’re able to customize your learning journey with in-person and online programs (price will vary depending on the program type and length).
Are there any tuition assistance or scholarships?
At Columbia Business School Executive Education, we offer non-degree and non-credit-based professional development programs to the global business community. As our programs are non-degree and non-credit, they do not qualify for financial aid.
How are CIBE credits determined?
Credits for a program are determined by the program duration and total learning hours.
Where do I find information on the credit value for a program?
You will find this information on each program page. Credits range from 0.5 credits – 26 credits per program.
How do I get enrolled in the CIBE?
Your certificate journey will start with your first program, and you have 4 years to complete your CIBE. You may register for any of our executive education programs on each program page. You may enroll using the “Enroll Now” button, and the application process should take 5-10 minutes.
How do I receive credits?
You are required to fully attend a program and complete all necessary coursework in order to receive CIBE credits. Credits are only awarded after you complete a program.
How do I check the status of my Certificate completion?
Kindly reach out to a Learning Solutions representative for any questions on the status of your CIBE credit count.
Do CIBE credits expire?
Credits are only valid for four years (Please note: While we are not able to offer in-person programming due to the COVID-19 pandemic, the duration to complete the programming has been extended to five years.). If you have not completed your CIBE within four years, we will only count non-expired credits towards your CIBE credit total.
Does the Certificate in Business Excellence expire?
Your Certificate in Business Excellence does not expire. Once you become a certificate recipient, you will join the greater alumni community at Columbia Business School.
I’ve reached 18 CIBE credits, what’s next?
Congratulations! You should receive a digital copy of your certificate at the end of your program. If you do not receive a copy from your program manager, kindly contact your Learning Solutions representative or your program manager for next steps.
Will I receive a physical certificate?
Yes, all certificate recipients will receive a physical plaque. If you completed your last CIBE credits through an online or live online program, you will receive a plaque in the mail. We will ask for you to provide us with your preferred mailing address and our vendor will ship the plaque directly to you. We kindly ask for your patience as the processing time takes a few weeks. Please contact your program manager for the status of your plaque. If you completed your last CIBE credits through an in-person program, you will receive a plaque at the end of the program.
How do I get access to my alumni benefits?
Once you complete your CIBE, we kindly ask for your patience as we process your alumni credentials. The processing time can take anywhere from 8 to 10 weeks long.
Can I refer colleagues to the Certificate in Business Excellence?
If you are a certificate holder, you may sponsor up to four colleagues each year for full-price in-person programs lasting up to seven days and all full-price online programs.
Can I add the Certificate in Business Excellence to LinkedIn?
Yes! We will provide you with instructions on how to add your certificate to your LinkedIn profile after you become a Certificate recipient.
Preferred Pricing and Tuition Benefits for Alumni
Are there preferred pricing options available for live online programs?
Yes, preferred pricing is available for groups of two or more. To inquire, email firstname.lastname@example.org.
As a Columbia Business School alumni am I eligible for tuition benefit?
Columbia Business School alumni and up to four of their colleagues are eligible for a 25 percent tuition benefit for this program. More on the Alumni Tuition Benefit.
Will there be any homework or assignments?
For select programs, there will be some assignments to complete after the end of select program sessions. Assignments will typically consist of readings, self-reflections, and brief assessments. This approach is designed to help you practice your learnings.
How long will assignments take?
We do not expect that homework assignments will take up a large amount of time to complete.
Will there be any examinations or grades?
There will be no examinations or grades for our live online programs.
When will I receive information on how to log in?
You will receive your login information immediately before the program start date. Kindly reach out to your Program Manager for further instructions on how to prepare and log in for the program.
What platform do you use to deliver live online programs?
We use the Zoom platform.
Will sessions be recorded?
Most live online sessions (depending on the faculty and program) will be recorded and will be available for you upon request. In-person programs are not recorded.
How long will they be available for?
Recordings will be available for the duration of the program. Depending on the program, some recordings may have additional availability post-program.
How do I gain access to the recordings?
Your Program Manager will provide you with further instructions on how to gain access to recorded sessions.
How do participants network during the live online programs? Will I participate in group work?
Our live online programs are fully virtual and highly interactive. Most programs also feature small group work for a high-touch learning experience. The virtual program experience allows participants to feel comfortable and productive learning at home while preserving the interconnectivity of an in-person program.
What are the networking opportunities during the live online sessions?
Yes. Examples of this may include: virtual lunches, virtual receptions, use of the chat function, and virtual office hours for you to connect with participants and faculty. Please refer to the agenda of the specific live online program you are interested in for details.
Live Online Format
What are live online programs?
Now, more than ever, executives need the knowledge and insights to help them adapt to change and solve complex problems. As the business world has evolved, we have applied new best practices to continuously improve your learning experience. With our live online programs, we are taking select in-person programs and are translating them to a fully live and virtual format, delivering the same interactive sessions with faculty and real-time application of the knowledge you would experience in person.
What is the difference between live online and online programs?
Compare our two formats for distance learning here.
What does “live online” mean?
Live online programs are fully virtual, highly interactive programs taking place in real-time, often featuring small group work for a high-touch learning experience. Our Columbia Business School faculty stream to you live and virtually, no matter where you are located.
Are all live online programs the same in terms of format and length?
No. Please refer to the agenda of the specific live online program you are interested in. For any questions, please reach out to the Contact person listed on the program's web page.
Do I have to attend all live sessions?
Participants are expected to attend all sessions. However, we understand that participants may have scheduling conflicts. Kindly let us know in advance whenever possible and your Program Manager would be happy to discuss how we can help you get up to speed. We will also record most faculty sessions, which you can review upon request.
Will I need to attend the live sessions even if I’m based in a different time zone?
You are required to attend all live sessions even if you are based in a different time zone. (Kindly reach out to the Learning Solutions team to learn more about our asynchronous program offerings, which consist predominantly of pre-recorded videos that you can watch on your own time).
COVID-19 Safety Plans
Please review the latest COVID-19 related protocols at Columbia Business School.
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