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Gradient boosting using E-miner

@machinelearnbot

A parameter to tweak could be the shrinkage or the number of iteration in SAS EM. SAS EM help can be a great place to look at.


Intel looks beyond x86, puts 64-bit ARM processor in new FPGA chip

PCWorld

It seems like the chip war between Intel and ARM is slowly winding down, at least for the time being. Intel for decades has doggedly sworn by chips based on its homegrown x86 architecture, but the company is putting a 64-bit ARM processor in its new Stratix 10 FPGA (field-programmable gate array), which was announced on Tuesday. The FPGA -- based on Altera technology -- can be reprogrammed to do a wide variety of server or network tasks. It can also run algorithms for machine learning. In a larger context, the chip points to a long-term strategy of Intel thinking beyond x86 and warming up to other architectures as it looks to shed its reliance on PCs.


Google Goes All-In On Hardware With 'Pixel' Phone, Home Assistant, VR Headset

NPR Technology

Google CEO Sundar Pichai talks about the Google Assistant, which will power the company's new line of smartphones and a voice-activated speaker. Google CEO Sundar Pichai talks about the Google Assistant, which will power the company's new line of smartphones and a voice-activated speaker. Google's products are everywhere: maps, Gmail, the Chrome browser, the Chromecast video/audio system, the Android mobile operating system, YouTube, Waze. But the company has been far less successful at selling things rather than software. Earlier this year, Google scrapped the project to build a modular phone; its Nexus phones and tablets are laggards of the industry; and we'll never forget the crash-and-burn of Google Glass.


Google Home is set to battle Amazon's Echo for voice control of the smart home

PCWorld

OK Google, it's time to take aim at Alexa. Google has announced that consumers can now preorder its Google Home digital assistant for 129, with a ship date of November 4. First revealed at Google I/O in May, Google Home will compete with Amazon's surprisingly popular Echo product line for voice-activated control of the smart home. The price tag is attractive, and it has some features the Echo doesn't, but Google still has a lot of work to do to catch Amazon. Like the Echo, Google Home can recognize natural language and answer simple questions when it detects a "wake" word ("OK Google" for the Google Home, "Alexa" for the Echo). Google has a leg up on Amazon in this regard, as it arguably has the world's best search engine, and the company has been working on speech recognition for many years longer than Amazon.


5G will need small cells, so Nokia is sending in the drones

PCWorld

If you want 5G, there's a good chance you'll need a small cell nearby to deliver it. Putting up that cell may be hard because of a host of problems, but Nokia Bell Labs thinks it can solve some of them with drones and tiny solar panels. Nokia's F-Cell is an experimental LTE small cell that doesn't need any wires. It gets power from solar panels on its surface and communicates with the carrier's core network over a high-speed wireless connection. No one even needs to climb up on a roof to install it: The company recently delivered an F-Cell to the roof of one of its buildings in Sunnyvale, California, using a drone.


The 5 Biggest Announcements Google Just Made

TIME - Tech

Google had plenty to announce during its event on Tuesday, including the debut of two new smartphones, the introduction of its first virtual reality headset, and more details about its Home smart speaker. Google's new smartphones, the Pixel and Pixel XL, are the first handsets to be designed and engineered in-house by the company. This is evident in the phone's design, which has a slicker, more premium glass and aluminum build than Google's previous Nexus phones. The Pixel devices are available in three colors and are available for preorder immediately. Google is flaunting the phones' improved camera and embedded intelligent assistant as their main draw. Google unveiled its smartphone virtual reality platform, Daydream, in May.


Google Assistant is star of Google's hardware unveil

#artificialintelligence

Google CEO Sundar Pichai is betting on Google Assistant. SAN FRANCISCO -- The star of Google's splashy launch event in San Francisco was the one with the speaking part: The super-smart digital helper Assistant whose task is to maintain the Internet giant's tight grip on consumers and their wallets as their attention shifts to smartphones and Internet-connected devices. Assistant will create a "two-way conversation between our users and Google," CEO Sundar Pichai said at a splashy launch event in San Francisco. It's a major transition from the days of typing a query into the Google search engine, allowing the Internet giant to show lucrative ads.


Machine learning hits the cloud -- and more businesses

#artificialintelligence

"Computing that can think" has been an IT battle cry for the last 30 years, but the price of artificial intelligence has been out of reach for most enterprises. Enter the cloud -- along with its cost efficiency -- and perhaps a revised business case for thinking machines. Amazon Web Services, Google, and Microsoft are all on board, and they each have some kind of practical AI offering. In the context of business, artificial intelligence is called "machine learning" -- that's the best way to explain it in boardrooms. Machine learning can determine patterns, think about how those patterns are emerging, and even get better at predicting patterns before they emerge.


The Case for Machine Learning in Business

#artificialintelligence

Originally published in the ITS Ghaziabad 2nd CXO Meet Souvenir, "Digital India Mission: Transforming India for Tomorrow." Achievements in machine learning are coming at ever-increasing rapidity over the past several months. You are likely familiar with the recent accomplishments associated with machine learning, especially those of so-called deep learning, or the use of multi-layered artificial neural networks. These specific achievements include the high profile AlphaGo and Deep Dream, along with numerous others in the realms of computer vision and natural language processing. Interestingly, a number of these recent mainstream successes are primarily attributable to Google in one form or another.


Know your followers with Machine Learning MonkeyLearn Blog

#artificialintelligence

Tell me who your followers are and I tell you who you are. You have lots of followers, congrats! But, do you actually know who's following you? If you have thousands of followers, that could be a tricky question to answer. Let's use Machine Learning to try to answer that question.