#datalift No 7 - Productionize data analytics and machine learning

Experts introduce important use cases for data analytics and machine learning
About this event

Live at 11.00 CET on Friday, 25 February 2022. 60 minutes on how to deploy data analytics and machine learning. Join the experts online in discussing the lessons learned and proven strategies to close the gap to deployment.

Benefit from the AI Guild team effort showing use cases in production.

Program for 25 February 2022
11.00 Welcome to the #datalift No 7 by Dânia Meira and Dr. Chris Armbruster (AI Guild)

11.05 Use case in production
Use case 1: How to implement and deploy a Fraud Detector with ML
"Fraud and abuse in online systems are constantly proliferating with the adoption of digital transformations. Historically rule-based fraud detection systems are used which fail to detect the dynamic nature of fraudulent data.
This project will show how to build a real-time fraud detection model using machine learning that is dynamic, self-improving, secured, maintainable & scalable."
- Presented by Sarbani Maiti, AVP at MagicFinServ
- Moderated by Dânia Meira, Director #datalift at AI Guild

About the speaker
Sarbani Maiti is a leader of Digital transformation with 20+ yrs of experience in large Investment banks. She is helping businesses to leverage Cloud, AI/ML to build Data-Driven, Production-ready solutions.

11.30 Use case in production
Use case 2: The Pivotal Role of Feature Stores in Deploying Real-Time AI
"Real-time AI-based use cases are on the rise but deploying them at scale is hard and complex. This talk will explore the important role of feature stores for machine learning in addressing these challenges, illustrated through a number of use cases in production. "
- Presented by Nava Levy, AI/ML developer advocate at Redis
- Moderated by Kristian Rother, AI Guild accredited leader

About the speaker
Nava is a Developer Advocate for Data Science and MLOps at Redis. She started her career in tech with an R&D Unit in the IDF and later had the good fortune to work with and champion Cloud, Big Data, and DL/ML/AI technologies just as the wave of each of these was starting. Nava is also a mentor at the MassChallenge accelerator and the founder of LerGO—a cloud-based EdTech venture. In her free time, she enjoys cycling, 4-ball juggling, and reading fantasy and sci-fi books.

12.00 Close of program

Transcript

1. •Live on the AI Guild YouTube channel •Send your questions on the chat •Use #datalift on social media and help us reach a wider audience #datalift Deploy data analytics and machine learning #datalilft No 7
3. The COVID-19 pandemic is a very difficult moment It is impacting our health, economy, and livelihood and it is spurring the creation of digital data Business and government should seize the one great opportunity we have: Scale the data economy www.thedatalift.eu
4. #datalift is backed by the AI Guild community • 1300+ startup and industry data practitioners • 300+ senior leaders on industry use cases, training, consultancy, or freelance services • Accreditation for the highest standard in AI www.theguild.ai
6. Meet the speakers
7. Introducing our first speaker Sarbani Maiti is a leader of Digital transformation with 20+ yrs of experience in large Investment banks. She is helping businesses to leverage Cloud, AI/ML to build Data-Driven, Production-ready solutions. Sarbani Maiti AVP, ML and Cloud at MagicFinserv