Intelligent beer 36: CognitionX Data Science, AI and Machine Learning Briefing

 


Hope everyone had a lovely bank holiday in the UK. Today has seen news of machines learning without being told what to look for, the implications of exponential technologies and how Big Data is making sport more intelligent. Too much for today? Kickback and enjoy some intelligent beer.

Hope you guys enjoy it and keep your own feedback coming on our daily newsletter. You can also Tweet to let your friends know about our briefing.

All the best,

Tabitha ‘untilthebotstakeover’ Goldstaub

Business Impact of AI

Is AI going to take your job?

According to this article written by Or Shani, CEO and founder of Adgorithms, a provider of AI-based marketing and advertising solution, you should not be too concerned about AI taking your job. He claims that machines will never be able to fully understand people (customers) on an emotional, intuitive level, but can rather be used to assist humans through their analytical insight.

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Education, training and advice we rate

Neural interfaces using synthetic gradients

Read through Google DeepMind’s latest research in progressing the capabilities and training procedures of neural networks called “Decoupled Neural Interfaces using Synthetic Gradients”, allowing neural networks to communicate between themselves, in a decoupled, scalable manner.

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Deep learning and reinforcement learning

TensorLayer is a transparent library built on the top of Google TensorFlow, it was created to provide a higher level API to TensorFlow in order to speed-up experimentations and developments. You can also find tutorials and examples to guide you through deep learning and reinforcement learning using TensorLayer.

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Innovation

Machines can learn by simply observing

According to researchers at the University of Sheffield, it is now possible for machines to learn how natural or artificial systems work by simply observing them, without being told what to look for. This approach called “Turing Learning” can be used to “discover the rules behind natural or artificial systems, especially where behaviour cannot be easily characterised using similarity metrics.”.

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Products we love

Artificial Intelligent Beer

It is happening, we have intelligent beer now. IntelligentX is the company behind it and their ML algorithm makes use of reinforcement learning and bayesian optimisations to improve the recipe, based on information it gets from experience and customer feedback.

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Impact on the Economy

The implications of exponential technologies

Read through the summary of a presentation given by Kaila Colbin, TEDx licensee and Ambassador for Singularity University, where she adresses the impact of exponential technologies. “Technology has gotten so cheap that it is now more economically viable to buy robots than it is to pay people $5 a day.”

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What you might have missed from yesterday

How Big Data is making sports more intelligent

The Olympics are over and we have seen many use cases of AI, Big Data and ML. Coaches and players make use of GPS trackers, RFIDs and sensors to track all aspects of their sport. AI then uses all that data to recommend winning strategies.

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