When predictive analytics in football fall short (an example)
German team – the one Goldman Sachs picked with predictive analytics as the probable world champ – failed to get out of its group for the first time in 80 years.
What is reinforcement learning? The complete guide
Although machine learning is seen as a monolith, this cutting-edge technology is diversified, with various sub-types including machine learning, deep learning, and the state-of-the-art technology of deep reinforcement learning.
Keras or PyTorch as your first deep learning framework
Keras and PyTorch are both excellent choices for your first deep learning framework. Learn how they differ and which one will suit your needs better.
Learning to run – an example of reinforcement learning
Software that understands muscle-controlled limb movement would be able to translate neural signals into instructions for automated arms or legs.
Playing Atari with deep reinforcement learning – deepsense.ai’s approach
From countering an invasion of aliens to demolishing a wall with a ball – AI outperforms humans after just 20 minutes of training.
Spot the flaw – visual quality control in manufacturing
Harnessing the power of AI’s image recognition and deep learning may significantly reduce the cost of visual quality control.
Artificial intelligence imagining and reasoning about the future
deepsense.ai ML team has been working with Google Brain on helping AI imagine and reason about the future. They started from optimizing TensorFlow’s infrastructure for reinforcement learning and moved to end-to-end training of AI entirely on Google’s newest Cloud TPUs.
Logo detection and brand visibility analytics – example
Monitoring brand visibility is an important business problem. We describe our solution for logo detection and visibility analytics with deep learning.
Fall 2017 release – launching Neptune 2.1 today!
We’re thrilled today to announce the latest version of Neptune: Machine Learning Lab. This release will allow data scientists using Neptune to take some giant steps forward. Here we take a quick look at each of them.
Crime forecasting – ‘Minority Report’ realized
Everybody who watched ‘Minority Report’ daydreams about crime forecasting in the real world. We have good news: machine learning algorithms can do that!