MapD & H20.ai: GPU-powered Visualization and Machine Learning

Meetup Group for GPU Enthusiasts in the San Francisco Bay Area with a focus on Enterprise Computinghttps://www.meetup.com/EnterpriseGPU

Enterprise GPU Computing Meetup Group

A revolution is taking place in the GPU software stack in the fields of analytics, machine learning and deep learning, driven by <A HREF="https://speakerdeck.com/mapd/h2o-and-mapd-meetup-at-nvidia-gpu-accelerated-ai" TARGET="_blank" DATA-MSYS-CLICKTRACK="0" REL="nofollow noopener noreferrer">NVIDIA’s hardware innovation</A>, that provides 100x more processing cores and 20x greater memory bandwidth than CPUs. However, systems and platforms are unable to harness these disruptive performance gains because they remain isolated from each other. The GPU Open Analytics Initiative (GOAI) and its first project, the GPU Data Frame (GDF) was created to allow seamless passing of data between processes.
At this meetup, we’ll explain how we have implemented an end-to-end machine learning powered by GOAI. We will show how GDFs break down the silos to enable interactive data exploration, model training, and model scoring, that is lightning-fast by virtue of avoiding any serialization overhead. We will demo how data scientists may use MapD to visualize billions of rows, and use it to select features interactively. We will also show the integration with H2O.ai to seamlessly train models and predict outcomes. We're happy to share information specifically for your business needs, to help with your research and to amplify your open source hacking efforts.
Food and beverage will be provided.
Note: This meeting will be recorded and shared after the Meetup.
Speakers:
<A HREF="https://twitter.com/mdymczyk" TARGET="_blank" DATA-MSYS-CLICKTRACK="0" REL="nofollow noopener noreferrer">Mateusz Dymczyk</A>, Software Engineer, H20.ai
<IMG SRC="https://cdn.evbuc.com/eventlogos/221346455/mateuszdymczyk.png">
Mateusz Dymczyk is a Tokyo-based software engineer at <A HREF="https://twitter.com/h2oai" TARGET="_self" DATA-MSYS-CLICKTRACK="0" REL="nofollow noopener noreferrer">H2O.ai</A>, where he works as a researcher on machine learning and NLP projects. He works on distributed machine learning projects including the core H2O platform and Sparkling Water, which integrates H2O and Apache Spark. Previously, he worked at Fujitsu Laboratories. Mateusz loves all things distributed and machine learning and hates buzzwords. In his spare time, he participates in the IT community by organizing, attending, and speaking at conferences and meetups. Mateusz holds an MSc in computer science from AGH UST in Krakow, Poland.
 
<A HREF="https://twitter.com/ashish5ahu" TARGET="_blank" DATA-MSYS-CLICKTRACK="0" REL="nofollow noopener noreferrer">Ashish Sahu</A>, VP of Product, MapD
<IMG SRC="https://cdn.evbuc.com/eventlogos/221346455/profileashishs-1.jpg">
Ashish is responsible for heading products at <A HREF="https://twitter.com/MapD" TARGET="_blank" DATA-MSYS-CLICKTRACK="0" REL="nofollow noopener noreferrer">MapD</A>. He was most recently VP of Product Marketing at Cask Data, a big data startup. Previously, Ashish was responsible for launching Analytics, Geospatial, & Advanced Analytics for SAP's in-memory platform, SAP HANA, and held a mix of technical and product roles at Checkpoint and Motorola. Ashish has an MBA from Haas School of Business, Berkeley, Masters in Information Systems from IIM, and BS in Mechanical Engineering from NIT India.
Agenda:
6:00-6:30p - Sign in, food and networking
6:30-6:35p - Welcome!
6:35-6:45p - Intro to H2O 
6:45-7p - Intro to MapD & GOAI
7:05-7:30p - Joint demo - MapD & H2O
7:30-7:35p - Conclusion
Please feel free to follow us on Twitter: 
<A HREF="https://twitter.com/MapD" TARGET="_blank" DATA-MSYS-CLICKTRACK="0" REL="nofollow noopener noreferrer">@MapD</A>
<A HREF="https://twitter.com/h2oai" TARGET="_blank" DATA-MSYS-CLICKTRACK="0" REL="nofollow noopener noreferrer">@H20ai</A>
Stay in touch, join our Meetup page:
<A HREF="https://www.meetup.com/EnterpriseGPU/" TARGET="_blank" DATA-MSYS-CLICKTRACK="0" REL="nofollow noopener noreferrer">https://www.meetup.com/EnterpriseGPU/</A>

MapD Technologies, Inc.

Thanks for your interest in attending this Meetup. We look forward to seeing you!

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MapD & H20.ai: GPU-powered Visualization and Machine Learning

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