Machine Learning News Issue 27

Welcome to the Momenta Learning News on Machine Learning. This is issue 27, please feel free to share this post.

A Short History Of Deep Learning -- Everyone Should Read Deep learning is a topic that is making big waves at the moment. It is basically a branch of machine learning (another hot topic) that uses algorithms to e.g. recognize objects and understand human speech. Scientists have used deep learning algorithms with multiple processing layers (hence "deep") to make better [...]

Email marketers, meet your new cubicle mate: machine intelligence In a few years, email copywriters may spend more time editing and approving copy than writing it, and email designers may not actually design "emails" at all. Why? Because of advancements in machine learning and automation. Litmus (my employer) recently asked more than 1,100 marketers: "Will machine learning, AI, and predictive software ever determine the majority of the content (subject lines, images, copy, etc.)

10 Female Students Funded for Science Research by Luce Foundation Holly Foster Posted March 22, 2016Ten women participating in summer research in the Hamilton College Chemistry, Computer Science and Physics departments have been recognized as Clare Boothe Luce Undergraduate Research Scholars.

In this online demo, IBM's Watson will tell you what's in your photos Image recognition is a hot area of research using artificial intelligence, and now IBM offers an online demo to let anyone test out the capabilities offered by its Watson cognitive computing system. Six sample photos are provided for illustration, or you can upload your own and ask Watson to analyze them.

Machine learning is reshaping security At the recent RSA Conference it was virtually impossible to find a vendor that was not claiming to use machine learning. Both new and established companies are now touting "machine learning" as a major component of the data science being used in their products. This article answers the following: What the heck is machine learning anyway?

Review: Amazon puts machine learning in reach Amazon Machine Learning gives data science newbies easy-to-use solutions for the most common problems As a physicist, I was originally trained to describe the world in terms of exact equations. Later, as an experimental high-energy particle physicist, I learned to deal with vast amounts of data with errors and with evaluating competing models to describe the data.

Former nuclear physicist Henri Waelbroeck explains how machine learning mitigates high frequency trading Henri Waelbroeck seems to fit the popular image of the scientist transplanted into the world of high finance and hedge fund trading, the sort of stereotype found in books like "The Fear Index" by Robert Harris. Waelbroeck, director of research at machine learning-enhanced trade execution system Portware, was previously a professor at the Institute of Nuclear Sciences at the National University of Mexico (UNAM).

With Machine Learning, Microsoft Takes Holistic Approach to Security -- Redmond Channel Partner Channeling the Cloud CEO Satya Nadella's $1 billion security initiative yields fruit with the Azure Security Center, powered by the technology behind Azure Machine Learning. Microsoft CEO Satya Nadella late last year outlined the company's $1 billion investment in a new, holistic, operations-centric approach to addressing cybersecurity with the formation of its Enterprise Cybersecurity Group (ECG).

Machine Algorithm Predicts Startup Success For Novelti Last week we previewed this in " How Machine Learning APIs are Being Used to Predict Startup Success." Can there be a quantifiable way to hedge investors' risk and ensure they are betting on the right horse? According to the startup "jury" algorithm PreSeries, it's mathematically probable to predict which startup is most likely to succeed and that startup is Novelti.

Machine learning, AI and digital intelligence's effect on business How far is too far when it comes to machine learning? We live in the digital age where companies like Google collect information which feeds and informs their algorithms, potentially advancing their technology into the realm of the uncomfortable. When it comes to digital AI and algorithmic predictions, when do we say enough is enough?

Machine Learning News Issue 26

Welcome to the Momenta Learning News on Machine Learning. This is issue 26, please feel free to share this post.

When It Comes To Security, It's Time For A Machine Learning Sanity Check Is machine learning really the only solution to our cybersecurity woes?

Machine learning algorithm can identify drunken tweeting Maybe the one single thing more regrettable than drunk texting is drunk tweeting. Publicly broadcasting intoxication is definitely not the best way to bolster one's social media clout, and yet a lot of people can't resist boasting about their alcoholic escapades.

Creating a March Madness bracket with Machine Learning March Madness is upon us here in the US. This annual college basketball competition pits 64 teams in a single-elimination tournament, and the team that goes undefeated for all 6 rounds will be named NCAA Champion.

New Tech That Raises Red Flags About Prospective Clients A prospective client recently telephoned Rob Hockett and asked if he could, through Hockett's firm, invest $5 million in emerging market funds. To most advisors, such a scenario probably would sound enticing, but also prompt wariness. It sure did for Hockett. "The first question we asked was, 'Does this follow our investment philosophy?'

What's Next In Machine Learning? What are good research topics in machine learning in 2016? originally appeared on Quora - the knowledge sharing network where compelling questions are answered by people with unique insights. Answer by Carlos Guestrin, Amazon Professor of Machine Learning in Computer Science & CEO of Dato, Inc., on Quora.

How real businesses are using machine learning There is no question that machine learning is at the top of the hype curve. And, of course, the backlash is already in full force: I've heard that old joke "Machine learning is like teenage sex; everyone is talking about it, no one is actually doing it" about 20 times in the past week alone.

Remember a movie but not its name? This website will solve that. If you've ever remembered vague details about a movie but couldn't remember its name, whatismymovie.com is for you. Dubbed 'the world's first ever descriptive movie search engine', the website could be the difference between remembering that movie where the 'equestrian reporter meets an actress' and Notting Hill.

First Person: A conversation with Jeff Dean, senior fellow at Google Research While both flattered and a little embarrassed by this April Fools joke that keeps on giving, Dean is actually quite serious about his work. As a senior fellow at Google Research, Dean spends his days working on deep neural networks (also known as "deep learning," a subset of machine learning), which is modeled after the human brain.

Azure Machine Learning Really Disrupt The Data Science Azure Machine Learning Really Disrupt The Data Science | Technology | International | Bdaily UK | Business News

Adobe Lightroom Taps Machine Learning For Improved Search That Can ID Your Photos Adobe is testing out new features for their Creative Cloud suite of programs. Dubbed 'Technology Previews,' the first one up for public testing is a new Search feature for Lightroom on the web that uses machine learning to help users find specific images using certain keywords.

Machine Learning News Issue 25

Welcome to the Momenta Learning News on Machine Learning. This is issue 25, please feel free to share this post.

Natural Language Processing, Machine Learning Powers Staples Ordering System Staples Inc., facing tough competition in office supplies from online players, rolled out a new system Tuesday that taps natural language processing and machine learning. The intent is to fit purchasing into the typical way a company works, rather than require that customers return to their desks to access a special application for ordering, said Shira Goodman, president of North American operations.

Lucasfilm Alumnus Turned Epic Games CTO: Next Frontier for Virtual Reality Is Artificial Intelligence Getting virtual reality ( VR) to look great was the easy part. Now, it's up to researchers and developers to make it feel human, said Epic Games CTO Kim Libreri during an interview with Variety on the sidelines of the Game Developer Conference in San Francisco on Wednesday, asking: "We can make a really good-looking digital human - but when do we give it a brain?"

Penn professors use machine-based process to predict domestic violence reoffenses Two Penn professors found that the use of machine-learning forecasts at domestic violence arraignments could substantially reduce repeat domestic violence arrests. Social policy professor Susan B. Sorenson of social policy and criminology and statistics professor Richard Berk looked at 28,646 domestic violence arraignments that led to charges and releases between January 2007 and October 2011.

How machine learning forecasts the future for careers at Bing - JobsBlog: Life at Microsoft At first, it sounded like a disaster. Walter Sun, whose job was to make sure Bing gave users the most up-to-the-minute information about current events, was seeing a big spike in the number of people searching for facts about some type of plane incident on the Hudson River.

Exotel launches Exotel Labs to research machine learning media_releases Cloud telephony company Exotel has announced the launch of Exotel Labs. Exotel Labs will have a team of researchers specializing in machine learning, data mining and signal processing. Editor's Pick Latest Videos FAST TRACK SLIDESHOWS Tech Chat FOLLOW CHANNELWORLD Signup for our newsletter and get regular updates.

Adobe Lightroom's new Search feature uses machine learning to ID your photos Lightroom users who sync their photos to the app's Web module can now test out a new and improved way to locate specific images: Search. As part of a new Lightroom Technology Preview series debuting today, Adobe is making the search feature available to Creative Cloud Photography Plan subscribers to test and offer feedback before finalizing it.

[Video] From Machine Learning Startup to Big Data Company The process of Machine Learning is dependent on algorithms that can learn from the data without relying on the rules of programming. The technology came into existence in the late 90's as the age of digitization began. As the big data gained volume, the process of machine learning got more advanced.

Of Broker Dealers, Machine Learning, Capital Utilization, and Profitability Front Office Trading Trends and Technologies... Over the past couple of years I have had the good fortune to discuss the need for improved understand of profitability and capital utilization in broker dealers. Frustrations abound. Discussions on the need to find the right clients to meet the balance sheet utilization mix meander with no clear end in sight.

Four Reasons Marketers Should Be Excited About Machine Learning Machine learning is generating a lot of chatter lately, making myriad marketers scramble to figure out to use it. Despite all the excitement surrounding machine learning, however, marketers still struggle with how to view it, what to expect from it, and how best to use this new technology.

April 6: Cybersecurity lecture 10:11 a.m., March 17, 2016--Cybersecurity expert James Nolan will deliver the third and final lecture in a series hosted by the University of Delaware Cybersecurity Initiative on Wednesday, April 6. The lecture, "Machine Learning Techniques and Applications for Text, Imagery, and Video Processing," will take place in Mitchell Hall from 2:30-3:30 p.m., with a reception to follow in the lobby of DuPont Hall.

Machine Learning News Issue 24

Welcome to the Momenta Learning News on Machine Learning. This is issue 24, please feel free to share this post.

How to use deep learning AI to detect and prevent malware and APTs in real-time The number of new malware variations that pop up each day runs somewhere between 390,000 (according to AV-TEST Institute) and one million (according to Symantec Corporation). These are new strains of malware that have not been seen in the wild before. Even if we consider just the low end figure, the situation is still dire.

Google Now Will Soon Work Offline, Tapping Machine-Learning To Know Your Preferences Google Now is about to get a lot better in the future, aiming to serve Android users even when they're offline. With smartphones increasingly gaining ground, digital assistants have become widely popular and heavyweight companies are competing to deliver the best software in this category.

The Perfect Pairing: Machine Learning and Wine Stumbling through overwhelming aisles of wines, it can be daunting to find the perfect match to that asparagus-heavy dish. There are pairing tables, books and websites filled with descriptions and ratings, but they aren't quite an exact science. Seeking out and buying a wine, only to realize you've gone the

Orange Tests Deep-Learning Software to Identify Fraud French telecom operator Orange is testing deep learning software from startup Skymind to help it identify fraud. Enterprise software that uses deep learning is growing quickly in the enterprise.

New 'Machine Unlearning' Technique Wipes Out Unwanted Data The success they achieved during these initial evaluations have set the stage for the next phases of the project, which include adapting the technique to other systems and creating verifiable machine unlearning to statistically test whether unlearning has indeed repaired a system or completely wiped out unwanted data.

Summer School on Machine Learning for High Energy Physics 2016 For the organizers of the Summer School on Machine Learning for High Energy Physics 2016: This is the first announcement of the Summer School on Machine Learning for High Energy Physics 2016, to be held at Lund, Sweden, June 20-26, 2016, as a satellite event of LHC Physics Conference: http://bit.ly/mlhep2016.

Startup uses machine learning to test for dementia Recently I wrote about a new service being offered by tech giant IBM to utilize machine learning in the field of radiology. The service, called Avicenna, hopes to identify anatomical features and abnormalities in medical images, and by taking this analysis and cross-referencing it with the patient's medical record provide support for a successful diagnosis.

Instagram May Change Your Feed, Personalizing It With an Algorithm At the time, it was a revolutionary idea. "Feeds are a powerful way for users to navigate the web and get to the information they need," Fred Wilson, a venture capitalist and early investor in Twitter, wrote in a personal blog post in 2008.

Machine-Learning Algorithm Identifies Tweets Sent Under the Influence of Alcohol Sending your ex-partner a teary-eyed tweet at 1 a.m. after a bottle of chardonnay isn't necessarily the best of way of achieving reconciliation. We all know that alcohol and tweeting is not always a good combination. Yet a surprising number of us indulge in this peculiar form of indiscretion.

The Internet Of Things And Machine Learning IDC says the Internet of Things (IoT) market will be $1.7 trillion by 2020. Moor Insights & Strategy (MI&S) believes Machine learning will drive a portion of this revenue. Machine learning is the ability of a machine to vary the outcome of a situation or behavior based on knowledge or observation--essential for IoT solutions.

Machine Learning News Issue 23

Welcome to the Momenta Learning News on Machine Learning. This is issue 23, please feel free to share this post.

The Future of Machine Learning: Trends, Observations, and Forecasts - DATAVERSITY The fundamental assumption in Machine Learning is that analytical solutions can be built by studying past data models. Machine Learning supports that kind of data analysis that learns from previous data models, trends, patterns, and builds automated, algorithmic systems based on that study.

Shutterstock now uses machine learning to help you find just the right photo Shutterstock is today launching a couple of tools that will make it easy for users to find photos without having to figure out the right keywords for what they're looking for: reverse image search and visually similar search. It's pretty much exactly what it sounds like.

HPE's Haven OnDemand offers 'machine learning as a service' If 2015 was the year analytics tools became ubiquitous in enterprise software, 2016 is shaping up to do much the same for machine learning. Just last week artificial-intelligence startup Nervana launched an offering that promises "deep learning on demand," and on Thursday Hewlett Packard Enterprise released a product of its own for what it calls "machine learning as a service."

Machine learning underpins data-driven AI: Una-May O'Reilly Una-May O'Reilly is one of the keynote speakers at the two-day EmTech India 2016 event, to be held in New Delhi on 18 March Mumbai: Una-May O'Reilly, principal research scientist at Anyscale Learning For All (ALFA) group at the Massachusetts Institute of Technology Computer Science and Artificial Intelligence Laboratory, has expertise in scalable machine learning, evolutionary algorithms, and frameworks for large-scale, automated knowledge mining, prediction and analytics.

Bloomberg uses machine learning to measure pre-trade liquidity risk Bloomberg is launching a new tool that leverages machine learning to measure dozens of factors influencing liquidity to help traders better measure their costs to liquidate different securities. The tool, called the Liquidity Assessment Tool (LQA), employs technology that has been in development for more than six years.

Predictive models cannot learn or spot monolithic events The topic of machine learning in the fraud prevention space is one which is constantly on the lips of both financial institutions and merchants looking to exploit advances in IT infrastructure and intelligent computing to protect their businesses from possible danger. However, we may find ourselves asking what really is machine learning?

Impact of Information Technology and Machine Learning on Marketing Introduction of information technology has been, by far, one of the most revolutionary incidents in the business landscape. Nearly all the industries and service sectors rely on extensively on information technology today to carry out the regular operations. From manufacturing and machinery to retail and web-based services, all depend on technology that leverages the power information in some or the other way.

How Machine Learning APIs are Being Used to Predict Startup Success That's the question they will be looking to answer-for the first time in history. If artificial intelligence has a continued track record of enhancing and advancing our decision-making skills, it presents itself as an interesting way to better determine which startups are safer to invest in.

AI is closer than we know Artificial intelligence is one of the hottest subjects these days, and recent advances in technology make AI even closer to reality than most of us can imagine. The subject really got traction when Stephen Hawking, Elon Musk and more than 1,000 AI and robotics researchers signed an open letter issuing a warning regarding the use of AI in weapons development last year.

Meet The App That Uses A Neural Network To Describe The World If you ever wanted to see how good (or not) AI and neural networks are at accurately identifying things, you should check out a new iOS app called AI Scry.

Machine Learning News Issue 22

Welcome to the Momenta Learning News on Machine Learning. This is issue 22, please feel free to share this post.

Top 100 Influencers In Artificial Intelligence and Machine Learning - CTOvision.com Artificial Intelligence is the discipline of thinking machines. It has been a field of growing interest since 1955 when John McCarthy first coined the term, defining it as "the science and engineering of making intelligent machines." The largest players in technology today, including Google, Facebook, Amazon, Microsoft and Apple, are all investing heavily in Artificial Intelligence.

Avoid drowning in data with data analytics software If you're drowning in data, machine learning software may be an anchor, with data analytics software often a better solution. By Dan Hebert, PE, contributing editor . Email him at Dan Hebert is a contributing editor for Control and Control Design dhebert@putman.net.

Swipely Is Now Upserve & It's Leaning on AI to Make Restaurants Smarter Say goodbye to Swipely, and say hello to Upserve. The venture-backed Providence, R.I.-based tech company announced the name change on Monday, and with it some major updates to its restaurant analytics and management software. Two of the new features involve the use of artificial intelligence to help restaurants improve their bottom line.

Knowledge Gap Series: The Myths Of Analytics - Dark Reading Do you have your eye on machine learning or a nice neural network to help your security team make decisions faster? Be aware that there are quite a few myths circulating about how these work; even the language used can be confusing.

How machine learning could affect the success of a business On a basic level, algorithms are created to facilitate machine learning. They are strings of data fed to a computer to help it make decisions. But as well as helping you predict what to watch next on Netflix, they could also be used more controversially.

Active machine learning-driven experimentation to determine compound effects on protein patterns | eLife Lens

Machine-Learning Algorithm Aims to Identify Terrorists Using the V Signs They Make Terrorists often use masks, scarfs, and hoods to hide their identities. But a new approach aims to distinguish them using the shape of their fingers when they make the "V for victory" sign. Every age has its iconic images.

Google is using machine learning to teach robots how to grasp random objects Using your hand to grasp a pen that's lying on your desk doesn't exactly feel like a chore, but for robots, that's still a really hard thing to do. So to teach robots how to better grasp random objects, Google's research team dedicated 14 robots to the task.

Startups Seek Big Data Leverage with Machine Learning It's well understood that machine learning is eating the software world, so it's no surprise to see tech startups like Cosmify and LodgIQ emerging from stealth today with plans to leverage big unstructured data for a competitive advantage.

MM Blog: Advances In Machine Learning Automation and artificial intelligence are increasingly helping high-tech manufacturers bolster their efficiency and performance. But getting computers to understand human language remains a significant hurdle to machine learning.

Machine Learning News Issue 21

Welcome to the Momenta Learning News on Machine Learning. This is issue 21, please feel free to share this post.

Machine Learning and Open Source: What You Need to Know Now by Sam Dean - Mar. 04, 2016 Comments (0) As 2016 begins, more bold predictions for the machine learning space are arriving, and there are very some promising, newly open sourced tools to know about. We've been covering these promising tools and conducting some relevant interviews with leaders in the machine learning space.

Natural Language Processing With Apache Spark - DZone Big Data This article focuses on natural language processing (text munging and machine learning) on the Apache Spark platform.

Google Touts Machine Learning, Cloud to Build Recommendation Engines A new tutorial offers developers pointers on how to implement recommendation engines using Google's cloud computing and machine learning technologies. Google released a primer of sorts for enterprises on how to use its machine learning and cloud platform technologies to build an online recommendation engine for their Websites.

Fighting food poisoning in Las Vegas with machine learning Computer science researchers from the University of Rochester have developed an app for health departments that uses natural language processing and artificial intelligence to identify likely food poisoning hot spots. Las Vegas officials recently used the app, called nEmesis, to improve the city's inspection protocols.

Xero leans on Amazon for machine learning and to try and crack China Sharemarket darling Xero will move all customers onto Amazon Web Services over the next three months, in an effort to piggy-back on the US company's giant investments in machine learning and skirt trade restrictions in China. It comes as the company announced price increases for all of its 600,000 cloud accounting software customers on Friday.

4 Carnegie Mellon spinoffs acquired by global companies in 2015 - NEXTpittsburgh Udi Hershkovitch of Safaba. Photo by Brian Cohen. Pittsburgh is on a roll. While everything from the food scene to the arts scene has captured the media spotlight, here's what the global tech world sees: Autonomous cars, machine-translated language and robotics-assisted surgical access. That and more is all coming out of Pittsburgh.

AI crossword-solving application could make machines better at understanding language Researchers have designed a web-based platform which uses artificial neural networks to answer standard crossword clues better than existing commercial products specifically designed for the task. The system, which is freely available online, could help machines understand language more effectively.

Machine Learning Needs A Human-In-The-Loop Artificial Intelligence (AI) has a problem -- it's artificial. To be fair, AI and its sister disciplines of machine learning, cognitive computing, sentiment analysis and neural networking have a problem -- they're artificially created through the power of software developers' algorithms. Computers are great at analysing tough tactical situations, but are still not as good as humans at understanding long term strategy.

Fighting Food Poisoning with Machine Learning It's happened to many of us. We eat at a restaurant with less than ideal hygiene and come down with a nasty case of food poisoning. Foodborne illness afflicts 48 million people annually in the U.S. alone; 120,000 individuals are hospitalized annually, and 3,000 die from the illness.

Beagle uses machine learning to point out red flags in contracts A lawyer by training, Cian O'Sullivan spent several years as a contract negotiator before founding Beagle in 2014. The Kitchener, Ont. startup's product uses artificial intelligence to analyze contracts and facilitates real-time collaboration and review of documents. "A friend was bidding on a construction job.

Machine Learning News Issue 20

Welcome to the Momenta Learning News on Machine Learning. This is issue 20, please feel free to share this post.

The singularity is never coming, but it's already here When I heard Ray Kurzweil present the concept of the singularity to a small group at TED, the idea that computing power advances would ultimately allow thinking machines to advance beyond humans' ability to advance them, and eventually allow us to "upload" our own consciousness into an eternal ether, I was so smitten I committed to living long enough to live forever.

Microsoft Research scientist David Heckerman on how we could attack HIV like spam Although efforts to create an AIDS vaccine have gone on for more than three decades, none has produced a successful result. Strategies that have worked for more than a dozen other pathogens are easily thwarted by the slippery and unpredictable quick-change artist known as human immunodeficiency virus, or HIV.

RSA conference has machine-learning, cloud-based solutions on display - SD Times It's no secret that computer security is a difficult area of expertise. At the annual RSA Conference in San Francisco this week, attendees were treated to a host of solutions to solve their security woes. As usual, however, software development is not the focus.

Betting on machine learning A new community collaboration has been launched in Winnipeg to establish a national centre for the commercialization of machine learning - what many believe will be the foundation of the next stage in the digital revolution.Called the Enterprise Machine Intelligence and Learning Initiative (EMILI), it has been in development for about nine months and will be introduced at a Winnipeg Chamber of Commerce event today.

Your business should demand more from machine learning I remember clearly my disappointment when I learned, as a college student, how computers were able to play skilled chess. I was taking my first course in artificial intelligence, and had assumed that such a mysterious and powerful topic must have similarly impressive methodologies.

Machine Learning for Hackers with Debian and Ubuntu Data Science and Machine Learning are hot topics at the moment. Many people are considering how to extend their skills into these areas and many solutions have appeared, including full online degrees, free online courses combined with free software and for those who prefer hard copy, a staggering choice of books on the topic.

The "ultimate driving machine" may soon be a reality, BMW investing in self-driving cars BMW Group, which has been building cars for 100 years and has touted their models as the "ultimate driving machine," says they plan to re-tool the company to compete with Google and others in the field of driver-less cars, and they are preparing for the world where the cars drive themselves, according to an article on autonews.com.

Will we ever really talk with the machines? Like many people nowadays, I do not talk on my iPhone as much as talk to it. That's because it runs a program called Siri (Speech Interpretation and Recognition Interface) that works as an intelligent personal assistant and knowledge navigator. It's useful, in a way.

Deep Learning, Pachinko, and James Watt: Efficiency is the Driver of Uncertainty It seems it may only be a matter of time before the best Go player on the planet is a computer. AlphaGo beat the European champion in Go and was driven by machine learning, a technology that has underpinned the recent major advances in artificial intelligence in computer vision, speech recognition and language translation.

Engaging and Collaborating through Machine Learning

Machine Learning News Issue 19

Welcome to the Momenta Learning News on Machine Learning. This is issue 19, please feel free to share this post.

An Experimental Quasi-Glossary Of Simulations Plus, Machine Learning And Biology So I'm researching fiber optics companies which means every three seconds I'm googling "wavelength selective switch", and then googling some more because nowadays Wikipedia seems to be written by and for technical specialists, and eventually I come across a source that says something like: "a variable color filter."

Google is quietly building a much smarter email app Google / Skye Gould / Tech Insider There are more ways to communicate online than ever before. Yet millions of people still use email to interact with one another. You may use Slack to talk with work colleagues and Facebook Messenger to chat with friends, but chances are you still go - often begrudgingly - back to your email inbox throughout the day.

Actually, Trump Isn't The Biggest Threat To Our Electoral System Enjoy the craziness of election season while you can: In the future, computers could become so adept at molding your behavior that you won't really choose who you vote for anymore. At least, that's what one robotics expert at Carnegie Mellon University fears.

How much security can you turn over to AI? It's not always easy to know when you're under attack, or when your security has already been breached. If you're capable of detecting a breach, you might find it in as few as 10 days, but survey after survey finds that breaches that are detected by someone outside the business typically take over 100 days to find.

Using Machines to Smooth Out Insurance Processes Anyone in the industry is familiar with the need to constantly scrutinize and update business processes, and that it's a job that never stops. We're still, in many ways, living in the wake of the great process re-engineering binge of the late 1980s and early 1990s, when companies tried to identify and tear down all the obstacles they've been throwing up in front of customers and employee productivity.

Shale companies turn to machines to crunch their drilling data Before it was cool - a full two decades before Range Resources Corp. began seasoning its corporate presentations with terms like "machine learning" and "neural networks" - West Virginia University professor Shahab Mohaghegh became obsessed with the industry's big data. He started studying how machines could process data generated during oil and gas production, and learn to spot patterns.

Dell, Zebra Medical offer machine learning algorithms for medical image analysis In the latest effort aimed at better management and analysis of medical images, Israel's Zebra Medical Vision and Dell Services are collaborating to offer algorithm-based image analysis for healthcare providers. Dell CEO Michael Dell For its part, Dell Services already has more than 1,100 healthcare providers that use its cloud archive services for their medical services.

'Machine Learning' applications, the emerging field of study - PaGaLGuY Indian Institute of Technology, Gandhinagar - 'Machine Learning' applications, the emerging field of study - Arthur Samuel, a pioneer in the field of machine learning, computer gaming and artificial intelligence, defined machine learning (ML) as 'The field of study that gives computers the ability to learn without being explici

Cyber Analytics Gets a Networking Twist High-profile cyber attacks and massive data breaches have spawned a growing list of proposed defenses that are increasingly relying on machine learning and other AI applications along with analytics to detect and stop attacks as they unfold. Emerging cyber analytics also strived to provide nervous enterprises with "behavioral intelligence" about anomalies via tools like network monitoring that might uncover increasingly worrisome insider attacks.

How the Big 4 Cloud Providers Approach Machine Learning as a Service - DATAVERSITY by Angela Guess Serdar Yegulalp recently wrote in InfoWorld, "For any cloud to be taken seriously, it has to meet an ever rising bar of features. Machine learning seems to be on that list, as all the major cloud providers now feature it. But how they go about doing it is another story.

Machine Learning News Issue 18

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San Fran Art Exhibit Features Google Neural Network Google's AI program may find its place in art history, somewhere between M. C. Escher and Salvador Dali. San Francisco's Gray Area Foundation for the Arts and Research at Google are hosting a weekend-long exhibition, featuring the illustrations of Google's artificial neural network (ANN).

There would be 2 major downsides if Apple made iCloud literally impossible to hack Apple has signaled that it plans to upgrade the security on its iCloud cloud service so that even Apple can't access the data it's storing. From the Financial Times: Apple is working on new ways to strengthen the encryption of customers' iCloud backups in a way that would make it impossible for the company to comply with valid requests for data from law enforcement, according to people familiar with its plans.

Machine Learning: Let Your Code Learn From Text - Code School Blog Machine learning - it's a term you've probably heard before. Nowadays, it's deeply integrated in different sectors, from spam filters to automated driving cars. There is a lot of math and statistics behind these algorithms, but today there are many great tools we can use without being a math professor.

Log5, the Logit Link and Bradley-Terry Kaggle is a platform for data prediction competitions. Companies, organizations and researchers post their data and have it scrutinized by the world's best statisticians.

Video: HPC, Deep Learning and GPUs - insideHPC "From image recognition in social media to self-driving cars and medical image processing, deep learning is everywhere in our daily lives. Learn about recent advancements in deep learning that have been made possible by improvements in algorithms, numerical methods, and the availability of large amounts of data for training, as well as accelerated computing solutions based on GPUs.

Microsoft has a shot at inventing the future with its artificial intelligence efforts Microsoft has a shot at inventing the future before its other, buzzier rivals - like Google, Amazon, or Apple - do, thanks to the company's investments in artificial intelligence and machine learning research. That's right: After years of missteps (think Windows Phone or Windows 8), company feuds, and being sidelined behind Apple, Google, and everyone else, Microsoft may actually be about to come out on top.

The Morning Download: Microsoft Says Machine Learning Is Key to New Security Efforts Microsoft, which has struggled to protect its platforms from hackers, is among a growing number of companies to apply machine learning to security. "We can be much more predictive about security than we've been in the past," Pete Boden, Microsoft's general manager of Cloud and Enterprise Security, tells the WSJ.

How Blockchain Technology Can Enhance Fraud Detection is a fraud detection startup that uses machine learning and big data science to make commerce safe. Founded in 2011 and headquartered in San Mateo, Feedzai aims to transform the management of risk and fraud into a real-time decision science to help payment providers, banks and merchants prevent criminal behavior in omnichannel commerce.

Machine Learning Is Not The Answer To Better Network Security Machine learning isn't a silver bullet for network security. I know, right now you're saying "But wait Matt, All I hear is that every hot new company in the space is based on machine learning and that VCs are funding machine learning companies in record numbers, even with the economy in question."

How IBM, Google, Microsoft, and Amazon do machine learning in the cloud For any cloud to be taken seriously, it has to meet an ever rising bar of features. Machine learning seems to be on that list, as all the major cloud providers now feature it. But how they go about doing it is another story. Aside from the "curated API vs.

Machine Learning News Issue 17

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Top 10 Tech Trends: Advanced Machine Learning - IT Products & Solutions As 2015 draws to a close, tech experts are looking to the future - and high on the list of talking points are Gartner's Top 10 Tech Trends for 2016. But what are these innovations all about? How will they impact us and are they as important as they're cracked up to be?

Why Enrollment Is Surging in Machine Learning Classes Machine learning is sweeping through industries, transforming scientific research and already changing aspects of everyday life, making the impossible possible. No wonder university students are flocking to it. Enrollment in machine learning classes is soaring, and universities are scrambling to add classes to meet an unprecedented demand. Comprehensive figures aren't available for U.S.

Hadoop, Spark, Deep Learning Mesh on Single GPU Cluster When it comes to leveraging existing Hadoop infrastructure to extend what is possible with large volumes of data and various applications, Yahoo is in a unique position-it has the data and just as important, it has the long history with Hadoop, MapReduce and other key tools in the open source big data stack close at hand and manned with seasoned experts.

Penn Study: Machine Learning at Arraignments Can Cut Repeat Domestic Violence In one large metropolitan area, arraignment decisions made with the assistance of machine learning cut new domestic violence incidents by half, leading to more than 1,000 fewer such post-arraignment arrests annually, according to new findings from the University of Pennsylvania.

Stanford researchers use dark of night and machine learning to shed light on global poverty An interdisciplinary team of Stanford scientists is identifying global poverty zones by comparing daytime and nighttime satellite images in a novel way. Marshall Burke One of the biggest challenges in fighting poverty is the lack of reliable information.

Seven Ways To Leverage Machine Learning In 2016 Machine learning can help you unleash the power of the data you're already collecting.

BrightPoint Threat Intelligence Exchange Speeds Machine-Learning Results | NewsFactor Network BrightPoint Threat Intelligence Exchange Speeds Machine-Learning Results News as reported by the company BrightPoint Security Threat Intelligence Exchange Speeds Machine-Learning Results with Inputs from Human Intelligence Insights -- Intel Security ESM and Tanium Broaden Range of Technologies Now Available to Advance Cyber Campaign Insight and Overview of Threat Trends SAN MATEO, Calif., Feb.

Through Machine Learning, IBM Braintrust Sees Better Days Ahead Analysts may see a worrisome slow down in IT spending, but IBM executives, speaking at the company's annual shareholder's meeting on Thursday, see brighter days ahead-especially for the company's "cognitive" computing group. Cognitive computing, or machine learning, as exemplified at IBM by Watson, is technology that learns as it goes, specifically by ingesting and crunching lots of data.

Zenedge introduces machine learning cyber security solution Zenedge, cloud-based cyber security solutions provider, has introduced a Web application firewall that leverages artificial intelligence to update security postures to protect Web applications from vulnerabilities. According to the company, leveraging Zenedge's patent-pending mathematical model based on proprietary machine learning algorithms and big data analysis, Zenedge AI inspects Web traffic in real-time, identifies threats and behaviour anomalies, and updates security postures.

Google's robot brain can tell where pictures were taken just by looking at them - no metadata required - GeekWire Guessing where a photo was taken can be a fun game. In fact, it is a game. But computers have historically had it easy, with the ability to quickly examine the metadata and place a picture on a map. A new machine learning program from Google, however, can place pictures that don't have metadata and use machine learning instead.

Machine Learning News Issue 16

Welcome to the Momenta Learning News on Machine Learning. This is issue 16, please feel free to share this post.

Facebook is using AI to make detailed maps of where people live Facebook is now applying its significant computing muscle toward creating maps of where people live and how that affects their internet connections. The maps should help Facebook determine which types of connectivity solutions work best for the 10 percent of the world's population without internet access.

Why big tech companies are open-sourcing their AI systems The world's biggest technology companies are handing over the keys to their success, making their artificial intelligence systems open-source. Traditionally, computer users could see the end product of what a piece of software did by, for instance, writing a document in Microsoft Word or playing a video game.

How Machine Learning Works [Interactive] As an employee of a company that provides digital security through machine learning, Stephanie Yee spent a lot of time familiarizing clients with the secret sauce behind her product. So she and her colleague, designer Tony Chu, set out to create an interactive graphic that would do the explaining for them.

How machine learning can influence the customer journey Delivering great customer experiences based on mapping how customers interact with your brand across all touchpoints can be challenging for any marketer. Doing it at scale can seem impossible. According to one expert, when it comes to ensuring great customer experiences via one-to-one personalization, machine learning is the answer.

How Landr is bringing machine learning to the music business Before a hit song ever reaches your ears, chances are it's gone through a process called mastering. It's a somewhat mysterious and rarefied technique for outsiders, one performed by trained audiophiles who essentially fine-tune a mix so that the finished track sounds loud, clear, and consistent with other songs on an album.

Nasdaq adds machine learning to surveillance platform Nasdaq has signed a partnership with Digital Reasoning that will allow it to incorporate machine-learning technology into its Smarts platform, a step that will increase trading firms' abilities to monitor for fraud and market abuse. Digital Reasoning's technology uses cognitive computing to analyse the context around pieces of information.

Let's hope the NSA hasn't actually used this machine-learning model to target drone strikes The U.S. National Security Agency could be relying on a seriously flawed machine-learning model to target drone strikes in Pakistan, according to a new analysis of slides uncovered last year by whistleblower Edward Snowden. last May by The Intercept, the slides detail the NSA's so-called Skynet program, in which machine learning is apparently used to identify likely terrorists in Pakistan.

MasterCard's Machine-Learning Network Thwarts ATM Attacks MasterCard Inc. says new machine-learning technology has helped it quickly control three separate cyberattacks that targeted automated bank tellers, limiting the damage to about $100,000 each. The transaction-monitoring system, which also employs data visualization tools, caught the three attacks during the first two months of 2016, according to MasterCard.

Can Machine Learning Decode Depression? D epression affects almost 15 million Americans and is the leading cause of disability among U.S adults, yet many people with depression continue to go undiagnosed and untreated. Depression remains a condition that is identified through a clinical assessment focused on signs and symptoms, and there is currently no available diagnostic blood test or scan for depression.

E8 Security Chooses Cloudera Enterprise to Build Next Generation, Machine Learning Based Security Analytics Solution for Defending Against Cyber Threats - EconoTimes PALO ALTO, Calif., Feb. 24, 2016 -- Cloudera, the global provider of the fastest, easiest, and most secure data management and analytics platform built on Apache Hadoop and the latest open source technologies, announced today it is partnering with E8 Security, a pioneer in behavioral intelligence and cybersecurity, to deliver scalable, self-learning security analytics for detecting and prioritizing enterprise cybersecurity threats.