Data Streaming and Machine Learning with Google Cloud Platform

Nov 21, 2017 · Montréal, Canada

Machine Learning through Google Cloud Platform’s Dataflow

Speaker : Maxime Legault Venne, JDA Labs

Machine learning aims to train models so they can predict accurate outcomes on unseen data. It requires training mathematical models based on a large amount of data with multiple different configurations to figure out which combination gives the best results, which can be a very long process. In order to solve that time problem, JDA leverages Google Cloud Platform's Dataflow to parallelize this processing in a reasonable amount of time.

Building a Dataflow streaming pipeline for sentiment analysis on Twitter

Speaker: Arsho Toubi, Google Cloud

In this meetup, you'll see how to run a Dataflow pipeline to perform sentiment analysis of Twitter status updates using the Google Cloud Natural Language API, then query and visualize those results. Google Cloud Platform’s Dataflow is a unified programming model and a managed service for developing and executing a wide range of data processing patterns including ETL, batch computation, and continuous computation. Because Dataflow is a managed service, it can allocate resources on demand to minimize latency while maintaining high utilization efficiency. The Dataflow model combines batch and stream processing so developers don't have to make tradeoffs between correctness, cost, and processing time.

Agenda:

6:00 - 6:15: Welcome
6:15 – 7:00: JDA Labs - Machine Learning through Google Cloud Platform’s Dataflow
7:00- 7:30 : Google - Building a Dataflow streaming pipeline for sentiment analysis on Twitter
7:30 - 8:00: Networking + Q&A

The event is hosted and sponsored by JDA Labs & Google.

Event organizers
  • Data Science | Design | Technology

    Data Science | Design | Technology This is a group for anyone interested in Data Science, UX Research & Design, and emerging technologies applied to Software engineering. Whether you are working in a startup or a big company, if you are an academic, or if you have a passion for technology and data science, join us to meet other enthusiasts from the Montreal community. All skill levels are welcome. Our Meetups are free.

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