Name: Monitoring Machine Learning Systems in Production
Start: 2021-04-27T12:00:00-04:00
End: 2021-04-27T13:00:00-04:00
Location: Online

Monitoring Machine Learning Systems in Production

Wednesday

,

March

03

12:00pm

to

1:00pm

EST

RSVP HERE

QuantUniversity Spring School 2021

www.quantuniversity.com

QU Spring school 2021 Speaker Series - Session 4

A conversation with Quants, Thinkers and Innovators all challenged to innovate in turbulent times!

Join QuantUniversity for a complimentary spring speaker series where you will hear from Quants, innovators, startups and Fintech experts on various topics in Quant Investing, Machine Learning, Optimization, Fintech, AI etc.

Monitoring Machine Learning Systems in Production

With Elena Samuylova & Emeli Dral Founders of Evidently AI

No model lasts forever. Machine learning models degrade with time. Data quality issues, changes in the external environment can also affect model performance. In this talk, we will share what can go wrong with ML in production, and which risks to account for. We will present the idea of model analytics as a way to understand and keep an eye on your model behavior. We will also share a code-based tutorial using open-source tool Evidently where we explain how to generate reports on the model performance, data drift, and debug reasons for model decay.

The mobile advertising revolution is here.

This year, 3DAYS hit the road to educate every media buyer in America about how mobile is changing everything – from how we shop, to how we eat, to how we learn.

So far, we’ve spread the good word in New York City, DC, Philadelphia and Boston. And now we’re coming to you, Atlanta.

Join us for a day of killer keynotes, presentations and networking with peers and industry leaders who are shaking up the mobile advertising game. We’ve carefully crafted an incredible lineup of presenters who are prepared to arm you with new strategies, insights and know-how to take your mobile game to the next level.

Elena Samuylova

Co-founder and CTO at Evidently AI where she creates tools to analyze and monitor ML models. Earlier she co-founded an industrial AI startup and served as the Chief Data Scientist at Yandex Data Factory. She is a co-author of the Machine Learning and Data Analysis curriculum at Coursera with over 100,000 students.

Clear your calendar - It's going down! Splash Blocks kicks off on April 21st, and you're invited to take part in the festivities. Splash HQ (122 W 26th St) is our meeting spot for a night of fun and excitement. Come one, come all, bring a guest, and hang loose. This is going to be epic!

Emeli Dral

Co-founder and CEO at Evidently AI. Earlier she co-founded an industrial AI startup and led business development at Yandex Data Factory. Since 2014, she has worked with companies from manufacturing to retail to deliver ML-based solutions. In 2018, Elena was named 50 Women in Product Europe by Product Management Festival.

Clear your calendar - It's going down! Splash Blocks kicks off on April 21st, and you're invited to take part in the festivities. Splash HQ (122 W 26th St) is our meeting spot for a night of fun and excitement. Come one, come all, bring a guest, and hang loose. This is going to be epic!

Sri Krishnamurthy, CFA

Sri Krishnamurthy, CFA is the Founder and CEO of QuantUniversity. Sri is the creator of QuSandbox, a platform for experimenting analytical and machine learning solutions for enterprises prior to adoption.

Sri earned an MS in Computer Systems Engineering and another MS in Computer Science, both from Northeastern University and an MBA from Babson College.

Clear your calendar - It's going down! Splash Blocks kicks off on April 21st, and you're invited to take part in the festivities. Splash HQ (122 W 26th St) is our meeting spot for a night of fun and excitement. Come one, come all, bring a guest, and hang loose. This is going to be epic!

Schedule

12.00-12.05pm

Welcome

12.05-1.00pm

Monitoring Machine Learning Systems in Production

Elena Samuylova

Emeli Dral

Speakers

Stefan Jansen

Data Strategy | End-to-end ML Solutions

SRI KRISHNAMURTHY, CFA

QUANTUNIVERSITY

Book

The Book of Alternative Data:

A Guide for Investors, Traders and Risk Managers

Alexander Denev, Saeed Amen

D Shahrawat,CFA

FinTech Investment Banking, Rosenblatt Securities

D is responsible for identifying and generating ideas for FinTech companies to grow and connecting them to investors or strategic partners. In this role, he engages with cutting-edge FinTechs, helping them with strategic advice, M&A and capital raising from VCs, PE or institutional investors. D has 20+ years of experience advising financial institutions, tech firms, service providers and regulators on market trends, emerging technology and innovation.

Sri Krishnamurthy,CFA

President

QuantUniversity

Sri is the Founder and CEO of QuantUniversity, a data and quantitative analysis company. Prior to starting QuantUniversity, Sri has worked at Citigroup, Endeca, MathWorks and with more than 25 customers in the financial services and energy industries. Sri is leading development efforts in creating a platform called QuSandbox for adopting open source and analytics solutions within corporations.

Speakers

Dr.Giulia Fanti

Dr. Giulia Fanti is an Assistant Professor of Electrical and Computer Engineering at Carnegie Mellon University. Her research interests span the algorithmic foundations of blockchains, distributed systems, privacy-preserving technologies, and machine learning.

She is a fellow for the World Economic Forum’s Global Future Council on Cybersecurity, and has received best paper awards from ACM Sigmetrics and ACM MobiHoc, as well as an NSF Graduate Research Fellowship.

Giulia is a recent recipient of the Faculty Research Award given by J.P.Morgan Chase on generating synthetic time series datasets

She obtained her Ph.D. in EECS from U.C. Berkeley and her B.S. in ECE from Olin College of Engineering.

Sri Krishnamurthy, CFA

Sri Krishnamurthy, CFA is the Founder and CEO of QuantUniversity. Prior to that, Sri has worked at Citigroup, Endeca, MathWorks and with more than 25 customers in the financial services. Sri is the creator of QuSandbox, a platform for experimenting analytical and machine learning solutions for enterprises prior to adoption.

Sri teaches classes at QuAcademy (www.qu.academy) and teaches graduate courses in Machine Learning and AI at Northeastern University.

Sri earned an MS in Computer Systems Engineering and another MS in Computer Science, both from Northeastern University and an MBA from Babson College.

The QuantUniversity Spring School 2021

Join QuantUniversity for a complimentary Spring speaker series where you will hear from Quants, innovators, startups and Fintech experts on various topics in Quant Investing, Machine Learning, Optimization, Fintech, AI etc.

CLICK HERE TO REQUEST INFORMATION

Optimization Methods in Finance

^_Authors:

^{_{Gérard Cornuéjols, Carnegie Mellon University, Pennsylvania}}

^{_{Javier Peña, Carnegie Mellon University, Pennsylvania}}

^{_{Reha Tütüncü, Point72}}

^{_{Cambridge University press}}

One lucky attendee will have the opportunity to win Reha's popular book!

Organizer

QuantUniversity is a quantitative analytics and machine learning advisory based in Boston, Massachusetts. QuantUniversity runs various programs and workshops in Boston, New York, Chicago, and online. The company offers online programs in Machine Learning and AI for Financial services

Contact us at info@qusandbox.com to know more.

Checkout our upcoming courses at www.qu.academy

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