In a post from last summer, I noted how rapidly PyTorch was gaining users in the machine learning research community.…
Demystifying AI Infrastructure
As companies increase their investments in artificial intelligence (AI), there is growing pressure on developers and engineers to deploy AI…
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.…
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…
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.