by Allegro AI | Nov 30, 2020 | Hyperparameter Optimization, MLOps
The design and training of neural networks are still challenging and unpredictable procedures. The difficulty of tuning these models makes training and reproducing more of an art than a science, based on the researcher’s knowledge and experience. One of the reasons...
by Fiddler AI | Nov 20, 2020 | Infrastructure, MLOps, Monitoring
We’re living in unprecedented times wherein a matter of a few weeks, things changed dramatically for many humans and businesses across the globe. With COVID-19 spreading its wings across the globe and taking human lives we are seeing record jumps in unemployment and...
by Allegro AI | Nov 13, 2020 | Infrastructure
So, if you’re a nose-to-the-keyboard developer, there’s ample probability that this analogy is outside your comfort zone … bear with me. Imagine two Olympics-level figure skaters working together on the ice, day in and day out, to develop and perfect a medal-winning...
by Superb AI | Nov 11, 2020 | AutoML, Infrastructure, Labeling, MLOps
In this post we’ll dive into the machine learning theory and techniques that were developed to evaluate our auto-labeling AI at Superb AI. More specifically, how our data platform estimates the uncertainty of auto-labeled annotations and applies it to active...
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