In a post from last summer, I noted how rapidly PyTorch was gaining users in the machine learning research community. … More
Author: Ben Lorica
Demystifying AI Infrastructure
As companies increase their investments in artificial intelligence (AI), there is growing pressure on developers and engineers to deploy AI … More
Next-generation simulation software will incorporate deep reinforcement learning
The Data Exchange Podcast: Chris Nicholson on applications of reinforcement learning to business process simulation and optimization.
One simple chart: Air Travel in the US
Based on newly released numbers from the TSA, air travel was down 51.6% in March 2020 compared to March 2019. … More
Enterprise Applications of Reinforcement Learning: Recommenders and Simulation Modeling
[This post originally appeared on the Anyscale blog.]
Business at the speed of AI: Lessons from Shopify
The Data Exchange Podcast: Solmaz Shahalizadeh on product development and product management in the machine learning era.
How deep learning is being used in search and information retrieval
The Data Exchange Podcast: Edo Liberty on building tools for deploying deep learning models in search and information retrieval.
Issue #5: Hyperscaling, Computational Humanness, and Paid Sick Leave
Recommendations AI in Healthcare: a new report from the US National Academy of Medicine. Dressing for the surveillance age: a … More
The responsible development, deployment and operation of machine learning systems
The Data Exchange Podcast: Alejandro Saucedo on explainability, MLOps, adversarial robustness, and privacy.
Hyperscaling natural language processing
The Data Exchange Podcast: Edmon Begoli on distributed online learning and its applications in public health.