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DataRobot surpass 110 million predictive models

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DataRobot customers have surpassed 110 million predictive models using enterprise machine learning platform

Machine learning and data science startup, DataRobot, says its customers have developed more than 110 million models using the SaaS version of the DataRobot automated machine learning platform.

The company says it serves as validation of the company’s mission to “bring automated machine learning to every corner of the enterprise” and made the announcement at the Strata + Hadoop World session, Data Science for Executives, delivered by DataRobot CEO and co-founder, Jeremy Achin.

Enterprises across every industry are embracing machine learning to remain competitive in today’s data-driven world. By allowing more professionals across an organization to use advanced algorithms to derive insights from data, machine learning is helping to alleviate issues caused by a critical shortage of data scientists. [Read more…] about DataRobot surpass 110 million predictive models

Opinion: Industry 4.0 is transforming manufacturing – but the cyber threats are increasing

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By Mirko Brandner, technical manager, Arxan Technologies 

If you attended this years’ Hannover Messe, the leading international trade fair for industrial technology, you will have seen fully developed “Industry 4.0” techniques on demonstration. Coined at the Hannover Messe five years ago, Industry 4.0 represents the fourth industrial revelation, driven by data and automation.

This futuristic idea has now become a reality and these new techniques are leading the way to a fully digitised, intelligent manufacturing plant. Mobile ultrasound measuring devices for foresighted machine maintenance, smart liquid analysis, driverless forklifts and even collaborating robots – these were just a few of the new systems and equipment on show.

To remain competitive, companies need to embrace digitisation. The fusion of IT and automated engineering has resulted in intelligent collaboration of all components involved in the production process, this promises an increase in efficiency, flexible resource management and the individualisation of mass production.  [Read more…] about Opinion: Industry 4.0 is transforming manufacturing – but the cyber threats are increasing

Intel commits $250 million extra to autonomous driving technology

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Intel will invest an additional than $250 million into developing autonomous driving technology, says CEO Brian Krzanich.

Intel plans to help make fully autonomous driving a reality, acknowledges its decision signifies “how critical the automotive market has become for the company”.

Krzanich, who made the announcement at the LA Auto Show recently, says the new investment is part of the company’s ongoing work with automakers and system suppliers to help integrate advanced technologies into cars.  [Read more…] about Intel commits $250 million extra to autonomous driving technology

BMW demonstrates future autonomous and connected logistics technologies

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BMW i models at the Port of Bremerhaven, Germany

BMW has been showing off and testing its latest technologies for the future of autonomous and connected vehicles for the logistics industry, although the innovations are intended for application in its own supply chain. 

The company says it will increasingly rely on innovation, digitalisation and sustainability for logistics in the future.

A fully-networked supply chain, autonomous transport robots and the use of existing vehicle information for the delivery process will make logistics even more flexible and efficient, says BMW. [Read more…] about BMW demonstrates future autonomous and connected logistics technologies

Connected devices, industrial control systems expose manufacturers to cyber threats, say Deloitte and Mapi

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Intellectual property theft tops manufacturers’ concerns, says new report, which identifies measures to control cyber risks associated with advanced manufacturing

Nearly half of surveyed manufacturing executives lack confidence their assets are protected from external threats, according to a new study from Deloitte and the Manufacturers Alliance for Productivity and Innovation (Mapi) on Cyber risk in advanced manufacturing. 

Study results indicate nearly 40 percent of surveyed manufacturing companies were affected by cyber incidents in the past 12 months, and 38 percent of those impacted indicated cyber breaches resulted in damages in excess of $1 million.

Trina Huelsman, vice chairman, Deloitte & Touche and US industrial products and services leader, says: “Manufacturers are innovating at an unprecedented rate, integrating cutting-edge technologies in products, automating the shop floor, connecting supply chains, and increasingly investing in valuable intellectual property.  [Read more…] about Connected devices, industrial control systems expose manufacturers to cyber threats, say Deloitte and Mapi

Daimler sets its sights on vision of smart factory

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At Daimler, the “smart factory” is the centrepiece of the digitalisation of the entire company. In the smart factory, the products, machines and the entire environment are networked with each other and connected to the internet. Integration of the real world into a functional, digital world enables a so-called “digital twin” to be created, which allows the real-time representation of processes, systems and entire production shops.

“Digitalisation enables us to make our products more individual, and production more efficient and flexible. The challenge is to plan for the long term while remaining able to respond rapidly to customer wishes and market fluctuations,” says Markus Schäfer, executive board member Mercedes-Benz cars production and supply chain management.

“The working environment in the automobile industry is facing major and very rapid changes,” says Michael Brecht, chairman of the Daimler works council. “We want to be actively involved in shaping these changes. One key to this is undoubtedly the systematic, far-sighted training of the current and future workforce.”  [Read more…] about Daimler sets its sights on vision of smart factory

Connected world: The death of proprietary networks

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Jonathan Wilkins, marketing director of EU Automation, takes a look at one of the casualties of fluid communication in the factory – that is, the death of proprietary networks and communication protocols in favour of the uninhibited free flow of data 

Like it or not, we live in modern world of fluidity and interconnectedness in which the once ordinary now transcends all previous boundaries.

Take the humble kettle for instance. It’s a sign of the times that you can now purchase a kettle you can control from your phone via the internet. It will even send you notifications when it needs filling or if it’s at optimum temperature. Because it was hard to tell before.

Joking aside, one place where interconnectivity really is making a difference is on the factory floor.  [Read more…] about Connected world: The death of proprietary networks

Harman and Airbiquity launch ‘first end-to-end cyber intrusion detection system’ for connected vehicles

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Harman, a provider of connected technologies for automotive markets, and Airbiquity, which specialises in connected vehicle services, have launched what they claim is the first automotive grade end-to-end intrusion detection system for connected vehicles.

The companies say that with the increasing dependency on software to power vehicle systems and features, cybersecurity has become a threat to connected vehicles and the introduction of new driving assistance, vehicle-to-vehicle communication, and autonomous driving capabilities.

By combining Harman’s Intrusion Detection and Prevention System inside the vehicle with Airbiquity’s cloud-based Choreo service delivery platform and software and data management solution, the two companies say they now deliver “the most robust connected vehicle security threat detection and response capability for automotive customers and their consumers alike”.  [Read more…] about Harman and Airbiquity launch ‘first end-to-end cyber intrusion detection system’ for connected vehicles

Opinion: ‘How data science and machine learning will save lives on the roads’

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Toyota is recalling 5.8 million cars globally to replace potentially faulty airbag inflators made by Takata, according to the IBTimes.co.uk

By Sundeep Sanhavi, CEO of Data RPM, who claims data science and machine learning will save lives in this exclusive article for Robotics and Automation News

Recalls happen all too frequently, often as a result of some horrendous accident or incident. But there are ways in which the predictive qualities of data science and machine learning can relegate recalls to the annals of history. 

“A new car built by my company leaves somewhere traveling at 60 mph,” explains the Narrator in the film adaptation of Chuck Palahniuk’s Fight Club.

“The rear differential locks up. The car crashes and burns with everyone trapped inside. Now, should we initiate a recall? Take the number of vehicles in the field, A, multiply by the probable rate of failure, B, multiply by the average out-of-court settlement, C. A times B times C equals X. If X is less than the cost of a recall, we don’t do one.”

Edward Norton’s chilling performance aside, vehicle recalls are a persistent problem. Their persistence – given the increasing availability of improved technology and insight – is baffling.  [Read more…] about Opinion: ‘How data science and machine learning will save lives on the roads’