Monthly ML Meetup: Azure ML Deep Dive and MLOps


Feb 07, 06:00PM PST(02:00AM GMT). Add to calendar: Google | Yahoo | Outlook(.ics)
  • Silicon Valley AICamp
  • Free 42 Attendees
Description
Speaker

Welcome to our in-person monthly ML meetup in San Francisco/Bay. Join us for deep dive tech talks on AI/ML, food/drink, networking with speakers&peers developers, and win lucky draw prizes.

Agenda (PST):
* 6:00pm~6:30pm: Checkin, Food/drink and networking
* 6:30pm~6:40pm: Welcome/community update/Sponsor intro
* 6:40pm~8:00pm: Tech talks
* 8:00pm~8:30pm: Lucky draw & Mingle

Tech Talk 1: MLOps with Apache Airflow
Speaker: Viraj Parekh @Astronomer
Abstract: At the end of the day ML pipelines are just data pipelines for living software. And, as more and more DS/ML teams standardize on Python, Apache Airflow has emerged as the secret ingredient in MLOps. As an open source, Python based workflow manager, Airflow allows data teams to stitch together all the technologies needed in productionizing ML workloads. Out of the box, not only does Airflow have the rich scheduling APIs vast ecosystem of connectors to express even the most complex pipelines, but it is also flexible enough to layer upon additional frameworks. This talk will go through:
- A high level introduction to Airflow
- Various ML architectures used by members of the Airflow community
- A demo of AstroPythonSDK; a new OSS project that makes it easier for data scientists to write production quality pipelines.

Tech Talk 2: Azure Machine Learning Deep Dive
Speaker: Armando Lacerda, MVP @ Microsoft
Abstract: Machine learning models allow scale the decision making process. But they don’t grow on tress or can’t be found on streets. They must be designed, trained, tested and finally put into action. In this session you will learn how this process is implemented in Microsoft’s Azure platform. Armando Lacerda will demo all the way through from creating the workspace to deploying the model in production.

Venue:
Z-park Silicon Valley Innovation Center
4500 Great America Pkwy, Santa Clara, CA
Free parking at the backside of the building.

Lucky draw
We will raffle winners for prizes during the event. To enter the lucky draw, please complete one of the two steps (or both):

  • Twitter the event with hashtag #aicampseattle and tag @aicampai. For example:
  • #aicampsv Join the monthly ML meetup in Seattle by @aicampai to learn AI, ML, Data and Cloud technology with tech leads and industry experts. Free join in person: https://www.aicamp.ai/event/eventdetails/W2023020718
    -OR-
  • Comment the post on LinkedIn: LinkedIn Post
  • Community on Slack
    - Event chat: chat and connect with speakers and attendees
    - Sharing blogs, events, job openings, projects collaborations
    Join Slack

    Armando Lacerda

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