Deep Learning Archives - Open Data Science - Your News Source for AI, Machine Learning & more

Visualizing Your Convolutional Neural Network Predictions With Saliency Maps

Deep Learning Modeling Deep Learningposted by Nathaniel Jermain May 29, 2019

In many cases, understanding why the model predicted a given outcome is a key detail for model users and a necessary diagnostic to insure your model makes decisions based on the correct features. For example, if you built a convolutional neural network that performed well at predicting damaged products... Read more

Deep Learning Research in 2019: Part 2

Deep Learning Deep Learning Researchposted by Luke Coughlin May 24, 2019

The deep learning revolution has continued to expand in 2019, affecting a wide range of fields from neuroscience to social media and more. In practical as well as theoretical applications, deep learning is growing more advanced and more influential. Below are some of the most interesting research papers published... Read more

Watch: Applications of Deep Learning in Aerospace

Conferences Deep Learning ODSC Speaker Conferences Deep Learningposted by ODSC Team May 14, 2019

Recent advances in machine learning techniques such as deep learning (DL) have rejuvenated data-driven analysis in aerospace and integrated building systems. DL algorithms have been successful due to the presence of large volumes of data and its ability to learn the features during the learning process. The performance improvement... Read more

How to Choose Machine Learning or Deep Learning for Your Business

Accelerate AI Deep Learning Machine Learning Accelerate AI Deep Learning Machine Learningposted by Elizabeth Wallace, ODSC May 2, 2019

AI is the future, or so you’re hearing. Every day, news of another organization leveraging AI to produce business outcomes that outstrip competition hit your inbox, but your company either hasn’t started at all or is mired in the discussion. AI, machine learning, and deep learning are sometimes used... Read more

Come See Our Talk on MATLAB and TensorFlow: 3 Ways to Enhance TensorFlow with MATLAB

Deep Learning ODSC Speaker Deep Learning ODSC Speakerposted by ODSC Team April 25, 2019

Shounak Mitra, MathWorks’ Product Manager for Deep Learning Toolbox, will be presenting “everything but the training” at ODSC on Thursday, May 2nd at 2 PM in Room 202. Here are some of the highlights of the talk and why you should attend. In AI and deep learning workflows, a... Read more

ODSC East DeepOps: Building an AI First Company

Deep Learning Guest contributor Modeling ODSC Speaker Deep Learningposted by Yuval Greenfield April 23, 2019

I’ve spoken to over a hundred AI companies as part of my job at MissingLink.ai and the result of analyzing their experiment, data and compute workflows. Certain challenges were a common theme across many teams – the solutions to these is a concept we call “DeepOps”, deep learning operations.... Read more

How To Make Your Deep Learning Process More Secure

Deep Learning Featured Post Modeling Deep Learning Securityposted by Elizabeth Wallace, ODSC April 8, 2019

Threats to security evolve with each new technology. History shows us this. Now that deep learning is on the rise, unique threats that both use and exploit deep learning paradigms are gaining traction. If your organization is involved in deep learning, the threats are going to change. Here’s how... Read more

Best Deep Learning Research of 2019 So Far

Deep Learning Modeling Research Deep Learning Researchposted by Daniel Gutierrez, ODSC April 5, 2019

We’re just about finished with Q1 of 2019, and the research side of deep learning technology is forging ahead at a very good clip. I routinely monitor the efforts of AI researchers in order to get a heads-up for where the technology is headed. This foresight allows me to... Read more

Reinforcement Learning vs. Differentiable Programming

Deep Learning Guest contributor Modeling Deep Learning Reinforcement Learningposted by Mike Innes March 27, 2019

Check out this talk from a London meetup where I spoke on differential programming with Julia! Watch here. We’ve discussed the idea of differentiable programming, where we incorporate existing programs into deep learning models. But if you’re a researcher building, say, a self-driving car, what does differentiable programming mean in... Read more

Stream Data Processing with Apache Kafka and TensorFlow

Conferences Deep Learning Featured Post Modeling ODSC Speaker Deep Learning Kafka TensorFlowposted by Yong Tang March 18, 2019

Editor’s note: Yong is a speaker for the upcoming ODSC East 2019 this April 30 – May 3! Be sure to check out his talk, “Deep Learning for Real Time Streaming Data with Kafka and TensorFlow.” As one of the most popular deep learning frameworks, TensorFlow has been used... Read more