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Creating a validated and secured Data Science and Model Training for an Enterprise is a challenge that many of us face. In this talk, we will discuss how JFrog applied our sense of good DevOps practices, to automate these AI and ML processes, from ideation and into deployment and production. We will explore:

  • Model-based Reasoning and Predictive Modeling, with a usable presentation of explainability data for the end-user

  • Working with Time Series Data Algorithms - our comparative study (LSTM, Facebook Prophet, Holt winters)

  • Explore the future of AI & ML for the Enterprise

Agenda:

11:40 am - 11:50 am Arrival and socializing
11:50 am - 12:00 pm Opening
12:00 pm - 1:50 pm Fred Simon and Matan Mashiah, "
JFrog, DevOps tool leader, uses AI and ML internally. Our Story Revealed!"
1:50 pm - 2:00 pm Q&A

About Fred Simon:

Fred Simon is best known as the Co-founder and Chief Data Scientist of JFrog, maker of the database of DevOps, and the co-author of “Liquid Software: How to Achieve Trusted Continuous Updates in the DevOps World”. Before founding JFrog in 2008, Fred founded AlphaCSP, the Java consulting firm in 1998 where he was the company's global CTO.

Fred’s professional development experience goes back to 1992 and covers Java technologies evolution from day one as a programmer, Architect, and Consultant. Fred blogs at https://jfrog.com/blog/ tweets as @freddy33.

About Matan Mashiah:

Prior to heading the data science practices at JFrog, Matan was the leader of the Artificial intelligence group at IBM’s professional services. He was responsible for developing AI and ML solutions for a variety of enterprise customers. As part of the role, he designed and implemented multiple first-of-a-kind AI solutions such as the first worldwide AI assistant via WhatsApp channel and a unique orchestration platform for supporting multiple AI assistant’s conversations in a single chat session. In 2017 Matan took a major part in establishing the BI & analysis platform of the Israeli National Cyber Security Centre. He holds an MSc degree in big data and data mining.

Please register using the zoom link to get a reminder:

https://us02web.zoom.us/webinar/register/WN_PxR6qNTXS0-bvoP59DT25g

Webinar ID: 838 5244 6246

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