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Dealing with Imbalanced Data

One of the main challenges faced across many domains, when using machine learning, is data imbalance. Machine learning algorithms are susceptible to returning unsatisfactory predictions when trained on imbalanced datasets.

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Bloomsbury AI’s Cape, in partnership with Cray and Digital Catapult, sets record in open domain machine reading

Digital Catapult and Cray partner together to support AI company Bloomsbury AI to set the record in open domain machine reading. Cray’s partnership on the programme enables the Machine Intelligence Garage to offer companies the superco

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AI Plumbing: mapping the landscape

Bringing a machine intelligence product or service to market is hard work. It involves a wide range of technologies, tooling and processes in addition to the ‘core’ machine intelligence code to build and deploy AI at scale. But what are they? Here we

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AI Plumbing: complex, risky and expensive?

Deploying machine intelligence enabled products and services in the real world is quite a new discipline for most of us. It has different challenges to those of conventional software deployment, and best practice is still emerging.

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Digital Catapult unveils plan to increase adoption of ethics in artificial intelligence

Practical ethics guidance and recommendations for artificial intelligence technology development unveiled by the Machine Intelligence Garage Ethics Committee. 

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Going mobile: AI in embedded devices

When you talk to your Alexa, Google assistant or Siri, your voice is recorded and sent to the cloud. All the processing - speech recognition, natural language understanding and the generation of an answer or action - is performed in a large data cent

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Highlights from ICML 2018

ICML is one of the two top-impact conferences for Machine Learning – the other being NIPS. With thousands of academics and companies attending this is the place to be if you work at the cutting-edge of Machine Learning.

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A spotlight on axial3D: Leveraging increased computation capability to fast-track develop of machine learning solutions for medical 3D printing

As medical 3D printing enters the mainstream, an industry-wide lack of software solutions to facilitate the access to the technology and ensure standardisation still poses a challenge to many healthcare providers.

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New collaboration between The Alan Turing Institute and Digital Catapult provides funding for London start-ups and scale-ups to open their data challenges to researchers

The Alan Turing Institute and Digital Catapult are allies in the effort to make the UK the best place in the world for data science and AI research, collaboration and business.

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Digital Catapult MiGarage programme: a spotlight on the first six months

We’re delighted to have already supported nineteen great startups on the Machine Intelligence Garage programme, many of which have continued to develop and grow their business. We put a spotlight on just some of the companies here

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Digital Catapult establishes Ethics Committee to help translate responsible AI theory into practice

Digital Catapult launches the Machine Intelligence Garage Ethics Committee, an independent body dedicated to realising responsible artificial intelligence (AI) development in the UK.

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Highlights from GTC 2018

GTC (GPU Technology Conference) is a cross academic/industry event organised by NVIDIA with many companies presenting their latest achievements and academics presenting new ideas and approaches. *Sponsored blog*

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High performance computing for AI

We are living in the age of Big Data. Everyday 2.5m Terabytes of data are generated and this process is accelerating: According to recent estimates, 90% of all data on the internet has been generated in the last two years.

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Neuromorphic computing: The tech behind the hype

Neuromorphic computing is a buzzword that's currently prevalent in artificial intelligence and machine learning. Digital Catapult invited SpiNNaker project members from the University of Manchester down to the Machine Intelligence Garage programme.

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Cray Partners with Digital Catapult’s Machine Intelligence Garage to Drive UK Artificial Intelligence Innovation

Global supercomputer leader Cray Inc. (Nasdaq: CRAY) today announced that it has partnered with UK Innovation Center, Digital Catapult and its Machine Intelligence Garage to help organizations of all sizes speed the development of machine intelligenc

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Who’s looking after the little guys?

The AI sector deal is out, published today, and the UK Government has outlined a country-wide roadmap of activities, investment and policy interventions to develop the sector.

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The House of Lords has urged Britain to take ethical advantage in AI

In a recent report, The House of Lords has urged Britain to cement its position as a world leader in artificial intelligence by putting ethics at the heart of the sector's development.

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First cohort of Artificial Intelligence and Machine Learning startups accepted onto Machine Intelligence Garage programme

London, 24th January 2018: Digital Catapult announces the first cohort of startups selected to join Machine Intelligence Garage, the innovation programme driving machine learning (ML) and artificial intelligence (AI) development in the UK.

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Machines for Machine Intelligence – Report

Digital Catapult’s study Machines for Machine Intelligence published at the launch of Machine Intelligence Garage, surveyed approximately 10% of the UK's AI and machine learning startups.

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Digital Catapult launches Machine Intelligence Garage

Programme set to supercharge artificial intelligence development, supporting industry ambition to contribute £232 billion to the UK economy by 2030.

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