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Geographic Information Systems (GIS) Field Upended by Neural Networks

#artificialintelligence

On today's episode of "The Interview" with The Next Platform, we focus on how geographic information systems (GIS) is, as a field, being revolutionized by deep learning. This stands to reason given the large volumes of satellite image data and robust deep learning frameworks that excel at image classification and analysisโ€“a volume issue that has been compounded by more satellites with ever-higher resolution output. Unlike other areas of large-scale scientific data analysis that have traditionally relied on massive supercomputers, our audio interview (player below) reveals that a great deal of GIS analysis can be done on smaller systems. However, with the addition of deep learning, the field could be investing in more GPU systems for training and still others for inference at scale. Using lower end TitanX GPUs from Nvidia, the team, which includes Sudeep Sarkar and Mauricio Pamplona Segunda that created a CNN approach to GIS land classification described here, it was shown that deep learning can be a successful tool in the box of GIS analysts.


LIVE: Q&A with Professor Brian Cox - What's the future of artificial intelligence?

#artificialintelligence

Professor Brian Cox, BBC presenter and the Royal Society Professor for Public Engagement in Science, joins Eric Schmidt, former Executive Chairman of Google's parent company Alphabet Inc., for a discussion on Artificial Intelligence. Artificial Intelligence is having a remarkable impact on science, technology and people's lives, so how does it help us now and what might it mean for our imminent futures? With the help of the audience at the Science Museum, Brian will be asking Eric Schmidt: what lies ahead for AI?


The Art of Artificial Intelligence โ€“ Tim Noakes โ€“ Medium

#artificialintelligence

If you get an invite to Stanley Kubrick's house, never refuse. I was fortunate enough to be invited by the University of Arts and the Kubrick family to an intimate evening in Harpenden to celebrate the launch of Thames & Hudson's book Artificial Intelligence: The Vision Behind The Film. I went to take a picture but was swiftly reprimanded. Oh, the irony of being in the house of one of cinema's greatest directors but unable to take a photo -- Kubrick may be dead, but the air of secrecy still lingers thick. I made my way down a grand, glass-floored corridor and entered his red walled library, packed full of medical tomes, history books, sci fi novels and a smattering of awards.


4 Ways How AI Can Augment the Digital Marketer

#artificialintelligence

The following abbreviated edit is based on an original article by Ronald van Loon whch can be found here. It is based on a conversation with John Mellor from Adobe. Customer behavior and experience changes over time and there is a lot organizations can do to use that change to their own advantage. John Mellor, who holds a strategic position at Adobe, is of the view that customer experience is ever changing. The challenge this presents for businesses is to place their customer right at the center of their organizational chart.


'Dehumanising, impenetrable, frustrating': the grim reality of job hunting in the age of AI

@machinelearnbot

According to Nathan Mondragon, finding the right employee is all about looking at the little things. Tens of thousands of little things, as it turns out. Mondragon is the head psychologist at Hirevue, a company that offers software that screens job candidates using algorithms and artificial intelligence (AI). Hirevue's flagship product, used by global giants such as Unilever and Goldman Sachs, asks candidates to answer standard interview questions in front of a camera. Meanwhile its software, like a team of hawk-eyed psychologists hiding behind a mirror, makes note of thousands of barely perceptible changes in posture, facial expression, vocal tone and word choice.


#255: Learning about Legged Locomotion from Birds, with Monica Daley

Robohub

In this episode, Audrow Nash speaks with Monica Daley about learning from birds about legged locomotion. To do this, Daley analyzes the gaits of guineafowl in various experiments to understand the mechanical principles underlying gaits, such as energetic economy, mechanical limits, and how the birds avoid injury. She then tests her ideas about legged locomotion on legged robots with collaborators, including Jonathan Hurst from Oregon State University. Daley also speaks about her experience with interdisciplinary collaborations. Monica Daley earned an HBSc in Biology with a Chemistry minor at the University of Utah, where she was inspired to pursue an academic career through her research on human locomotor-ventilatory integration with Dennis Bramble and David Carrier.


How will automation affect economies around the world?

#artificialintelligence

All countries will feel the impact of automation, but at different speeds and in different ways. In this podcast, McKinsey Global Institute looks at its likely impact in China, Europe, and India. New technologies such as artificial intelligence and automation are reshaping the workplace globally. All countries will feel the impact in some way, shape, or form. In this episode for the McKinsey Global Institute's New World of Work podcast, MGI directors Jonathan Woetzel and Jacques Bughin and MGI partner Anu Madgavkar examine automation's likely impact in China, Europe, and India. I'm Peter Gumbel from the McKinsey Global Institute, and today we'll be taking a look at the quite different ways that new technologies like automation and artificial intelligence will affect work in different parts of the world. Specifically, we'll be looking at China, Europe, and India. These differences come about for a number of reasons that we explain in our new MGI report on the future of work, which is called Jobs lost, jobs gained: Workforce transitions in a time of automation. Among the reasons for these differences are different levels of economic development, different wage rates, and different potential for automation adoption in different economies. First, let's talk about China. Here to do so is Jonathan Woetzel, director of the McKinsey Global Institute, based in Shanghai. Jonathan, perhaps you can start by telling us where the Chinese workforce is at the moment.


Introduction to Information Theory and Why You Should Care - Recast.AI Blog

#artificialintelligence

Let's talk about information โ€“ what is it? What are the limits on the communication of information? We'll try to answer these questions by looking at the revolutionary work of one man โ€“ Claude E. Shannon, and the men and women who followed in his footsteps. Most importantly, we'll try to answer the question'is this important for machine learning and why?'. I hope that by the time you finish reading this post you too will be convinced that information theory can be very beneficial to anybody who's interested in developing machine learning systems. Let's start by discussing the general way the word "information" was understood before Shannon's work in 1948. Then we will be ready to understand the revolutionary nature of this work.


NVIDIA to Host World's Top AI Experts at GPU Technology Conference

#artificialintelligence

See the GTC session schedule. Major sponsors include Facebook, IBM, Cisco, Dell EMC, Google Cloud, Hewlett Packard Enterprise, Inspur, Lenovo and Supermicro. Show attendees can vote for the world's top AI startups at NVIDIA's Inception Awards Finale on Tuesday, March 27, from 4:30-5:30 pm Pacific time. NVIDIA Deep Learning Institute certified instructors will deliver more than 100 hours of training to thousands of data scientists, using the latest AI frameworks and software development kits. Two Global Impact Award winners will receive $200,000 in prizes for their pioneering work addressing important social and humanitarian problems using GPU computing.


Why DNA-based Apps Betray the Open Promise of Online Dating

Slate

Get out of the way, Tinder. There's a new dating app on the scene hoping to disrupt the way we find that one special person to eventually melt down in an IKEA with over the relative merits of a Kvikne wardrobe versus a Trysil. Described by Wired as "a sort of 23andMe meets Tinder meets monogamists," Pheramor's secret to success is your DNA. That's right--for a low-rate of $19.99 plus a $10 monthly membership fee, the Houston-based online dating startup promises to match local singles who are compatible not only socially but genetically. The app's matching algorithm analyzes 11 special "attraction genes" supposedly linked to our pheromones--olfactory signals that some believe trigger attraction.