West 2019 Archives

West 2019

Automating Image Annotation with MAX

Blogs from ODSC Speakers Conferences Machine Learning Modeling image annotation model asset exchange West 2019posted by ODSC Community October 16, 2019

This blogpost introduces automating image annotation with MAX (Model Asset Exchange). To learn more about how our deep learning models are created, containerized, and deployed to production, come join our training at ODSC West 2019: Deploying Deep Learning Models as Microservices. Introduction The Model Asset Exchange (MAX)... Read more

6 Must See Deep Learning Experts at ODSC West 2019

Conferences Featured Post West 2019posted by ODSC Team October 15, 2019

First imagined by Alan Turing in the 1950s, deep learning has become a core tool of data scientists with numerous applications. Recognizing the importance of deep learning to the data science community, ODSC West is proud to host world-renowned deep learning experts, such as Micheal I. Jordan from UC Berkeley... Read more

Composable Machine Learning

Blogs from ODSC Speakers Conferences Machine Learning Modeling West 2019posted by ODSC Team October 14, 2019

Even as machine learning (ML) algorithms become more sophisticated and powerful, the way ML teams build ML systems hasn’t changed much. In this article, we’ll explain the need for composable machine learning systems. First, take a look at the old, inefficient way. Once the team figures... Read more

It’s About Time: Designing a Streaming Architecture for Sensor Data

Blogs from ODSC Speakers Conferences Modeling West 2019posted by Heather Gorr October 8, 2019

This post will discuss common challenges in designing a streaming architecture for sensor data… with an eye on the time. Time is precious, short, relative and complicated… especially when managing streaming applications, where calculations are performed in near-real-time. Even more challenges arise when data come from... Read more

ODSC West 2019 Preview: Get Started with Deep Learning (by Trying It!)

Blogs from ODSC Speakers Conferences West 2019posted by Renee Qian October 8, 2019

There are lots of ways to get started learning deep learning. The best we’ve found is to dive in with examples! If you’re attending ODSC West, you can get your hands dirty at the 1.5-hour workshop: Practical Deep Learning. Bring your laptop for hands-on examples training... Read more

Building a Natural Language Question & Answer Search Engine

Blogs from ODSC Speakers Conferences Modeling NLP/Text Analytics West 2019posted by Adam Spannbauer October 2, 2019

This post discusses building a natural language question and answer search engine. Didn’t have time to read the book for the big quiz? Why not build a system to answer the questions for you? Using the architecture pictured below we can build out a framework that... Read more

Lots of Data, No Labels, Now What?

Blogs from ODSC Speakers Conferences Modeling Labeled Data West 2019posted by Paolo Tamagnini September 30, 2019

Editor’s Note: Interested in learning about the problem of: lots of data, no labels? See Paolo’s talk “Guiding AI to Generate the Labels we do not have with Active Learning” at ODSC West 2019. Let me tell you about a common stereotypical data story in many... Read more

Why We Need Graph Analytics for Real-World Predictions

Blogs from ODSC Speakers Conferences Data Visualization Modeling West 2019posted by ODSC Team September 30, 2019

Editor’s Note: Learn more about graphs and graph analytics at the talk “Reveal Predictive Patterns with Neo4j Graph Algorithms” at ODSC West 2019 on Wednesday, October 30th. As data becomes increasingly interconnected and systems increasingly sophisticated, it’s essential to make use of the rich and evolving... Read more

ODSC Europe 2019 Preview: Tutorial on Automated Machine Learning

Blogs from ODSC Speakers Conferences Machine Learning Modeling automated machine learning AutoML ODSC London West 2019posted by Joaquin Vanschoren September 30, 2019

This article is co-written by Joaquin Vanschoren and Pieter Gijsbers. Today’s society increasingly relies on machine learning models for complex tasks such as decision making and personalized medicine. Constructing a good machine learning model is complicated and time-intensive. Relevant data has to be collected and cleaned,... Read more

Deep Learning with TensorFlow 2.0

Blogs from ODSC Speakers Conferences Deep Learning Tools TensorFlow West 2019posted by Jon Krohn September 6, 2019

Editor’s Note: See Jon’s talk “Deep Learning with TensorFlow 2.0” at ODSC West 2019. This summer, I had a blast speaking at Immersive A.I.—the first annual Open Data Science Conference (ODSC) event in New York. The venue was flawless, the organizers were exceptionally well-prepared, and there... Read more