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Qu Speaker Series
AI Explainability and Model Risk Management
Dr.Anupam Datta
Truera & Carnegie Mellon University
2021 Copyright QuantUniversity LLC.
Hosted By:
Sri Krishnamurthy, CFA, CAP
sri@quantuniversity.com
www.quantuniversity.com
02/10/2021
Qu.Academy
https://quspeakerseries22.splashthat.com/
2
QuantUniversity
• Boston-based Data Science, Quant
Finance and Machine Learning
training and consulting advisory
• Trained more than 1000 students in
Quantitative methods, Data Science
and Big Data Technologies using
MATLAB, Python and R
• Building a platform for AI
and Machine Learning Exploration
and Experimentation
3
https://Quwinterschool.splashthat.com
4
Next Week
5
• Anupam Datta is Professor of Electrical &
Computer Engineering and Computer
Science at CMU and Co-Founder of Truera.
• Anupam is passionate about enabling
responsible adoption of artificial
intelligence. He has led groundbreaking
research in the areas of AI explainability
and governance as well as privacy and
data protection.
• Anupam obtained PhD and MS degrees
from Stanford University and a BTech from
the Indian Institute of Technology,
Kharagpur, all in Computer Science.
Dr.Anupam Datta
6
7
https://algoauditing.splashthat.com/
8
Demos and video available on QuAcademy
Go to www.qu.academy
8
9
Instructions for the Lab:
1. Go to https://academy.qusandbox.com/#/register and register using the code:
"QUWINTERSCHOOL"
Thank you!
Sri Krishnamurthy, CFA, CAP
Founder and CEO
QuantUniversity LLC.
srikrishnamurthy
www.QuantUniversity.com
Contact
Information, data and drawings embodied in this presentation are strictly a property of QuantUniversity LLC. and shall not be
distributed or used in any other publication without the prior written consent of QuantUniversity LLC.
10

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AI Explainability and Model Risk Management

  • 1. Qu Speaker Series AI Explainability and Model Risk Management Dr.Anupam Datta Truera & Carnegie Mellon University 2021 Copyright QuantUniversity LLC. Hosted By: Sri Krishnamurthy, CFA, CAP [email protected] www.quantuniversity.com 02/10/2021 Qu.Academy https://quspeakerseries22.splashthat.com/
  • 2. 2 QuantUniversity • Boston-based Data Science, Quant Finance and Machine Learning training and consulting advisory • Trained more than 1000 students in Quantitative methods, Data Science and Big Data Technologies using MATLAB, Python and R • Building a platform for AI and Machine Learning Exploration and Experimentation
  • 5. 5 • Anupam Datta is Professor of Electrical & Computer Engineering and Computer Science at CMU and Co-Founder of Truera. • Anupam is passionate about enabling responsible adoption of artificial intelligence. He has led groundbreaking research in the areas of AI explainability and governance as well as privacy and data protection. • Anupam obtained PhD and MS degrees from Stanford University and a BTech from the Indian Institute of Technology, Kharagpur, all in Computer Science. Dr.Anupam Datta
  • 6. 6
  • 8. 8 Demos and video available on QuAcademy Go to www.qu.academy 8
  • 9. 9 Instructions for the Lab: 1. Go to https://academy.qusandbox.com/#/register and register using the code: "QUWINTERSCHOOL"
  • 10. Thank you! Sri Krishnamurthy, CFA, CAP Founder and CEO QuantUniversity LLC. srikrishnamurthy www.QuantUniversity.com Contact Information, data and drawings embodied in this presentation are strictly a property of QuantUniversity LLC. and shall not be distributed or used in any other publication without the prior written consent of QuantUniversity LLC. 10