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March 19 San Francisco QWAFAFEW – MODEL GOVERNANCE IN THE AGE OF DATA SCIENCE AND AI

March 19 @ 5:30 pm - 8:30 pm

MODEL GOVERNANCE IN THE AGE OF DATA SCIENCE AND AI

URL: https://sanfrancisco.qwafafew.org/event/model-governance-in-the-age-of-data-science-and-ai/

Just a reprint of the SF QWAFAFEW Event to help it show up on QWAFAFEW.org Event Listings on the main page.

March 19 @ 5:30 pm – 8:30 pm

Admission | $20 – $60

Venue:
Robert Half Associates

50 California Street 10th Floor 
San Francisco, CA , CA 94111 United States

Abstract: As more and more open-source technologies penetrate enterprises, data scientists have a plethora of choices for building, testing and scaling models. In addition, data scientists have been able to leverage the growing support for cloud-based infrastructure and open data sets to develop machine learning applications. Even though there are multiple solutions and platforms available to build machine learning solutions, challenges remain in adopting machine learning in the enterprise. Many of the challenges are associated with how machine learning process can be formalized. As the field matures, formal mechanism for a replicable, interpretable, auditable process for a complete machine learning pipeline from data ingestion to deployment is warranted. Projects like Docker, Binderhub, MLFlow are efforts in this quest and research and industry efforts on replicable machine learning processes are gaining steam. Heavily regulated industries like financial and healthcare industries are looking for best practices to enable their research teams to reproduce research and adopt best practices in model governance. In this talk, we will discuss the challenges and best practices of governing AI and ML model in the enterprise.

Speaker Bio

The Speaker: Sri Krishnamurthy, CFA, CAP, founder of QuantUniversity.com

Sri Krishnamurthy, CFA, CAP is the founder of QuantUniversity.com, a data and Quantitative Analysis Company and the creator of the Analytics Certificate program and Fintech Certificate program. Sri has more than 15 years of experience in analytics, quantitative analysis, statistical modeling and designing large-scale applications. Prior to starting QuantUniversity, Sri has worked at Citigroup, Endeca, MathWorks and with more than 25 customers in the financial services and energy industries. He has trained more than 1000 students in quantitative methods, analytics and big data in the industry and at Babson College, Northeastern University and Hult International Business School. Sri is leading development efforts in creating a platform called QuSandbox for adopting open source and analytics solutions within regulated industries.

 

Speaker Bio

The Speaker: Sri Krishnamurthy, CFA, CAP, founder of QuantUniversity.com

Sri Krishnamurthy, CFA, CAP is the founder of QuantUniversity.com, a data and Quantitative Analysis Company and the creator of the Analytics Certificate program and Fintech Certificate program. Sri has more than 15 years of experience in analytics, quantitative analysis, statistical modeling and designing large-scale applications. Prior to starting QuantUniversity, Sri has worked at Citigroup, Endeca, MathWorks and with more than 25 customers in the financial services and energy industries. He has trained more than 1000 students in quantitative methods, analytics and big data in the industry and at Babson College, Northeastern University and Hult International Business School. Sri is leading development efforts in creating a platform called QuSandbox for adopting open source and analytics solutions within regulated industries.

Organizer

Jim Quinn

Venue

Robert Half Associates 50 California Street 10th Floor San Francisco, CA , CA 94111 United States
Robert Half Associates 50 California Street 10th Floor
San Francisco, CA 94111 United States
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