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Crushing the Billion Row Taxi Data Benchmark

#artificialintelligence

In the dataworld, there is a particular dataset, referred to as "the taxi dataset," that has been getting a disproportionate amount of attention lately. The dataset in question is comprised of staggering detail (full GPS, transaction type, passenger counts, timestamps) on 1.2 billion individual taxi, limo Uber trips from January 2009 through June 2015. Released by the New York City Taxi & Limousine Commission, the dataset became a darling of the data science set while also emerging as a popular test of database query speed. One of the leaders on the database performance benchmarking side is Mark Litwintschik, a consultant, blogger and database fanatic from the UK. Mark has tested more than 14 different databases/configurations using the dataset since it was first released in late 2015.


Deals: The Robots Are Coming, So Get In On The Impending AI Revolution

#artificialintelligence

Ever seen a movie where artificially intelligent cyborgs try to wipe out humanity? Today, machines equipped with artificial intelligence are used in real life applications such as self driving cars -- and, surprise, they aren't out to destroy us. Now Kotaku Australia readers can learn all about this exciting, emerging technology with The Complete Machine Learning Bundle, priced at more than 90% off the regular price. The Complete Machine Learning Bundle offers access to ten courses and over 63 hours of content that can teach anyone important skills in statistics and data science, as well as coding languages like Python and Java to design algorithms that function on their own. Best of all, it's priced at just 52.23 AUD [ 39 USD], but only for a limited time.


AI experts weigh in on Microsoft CEO's 10 new rules for artificial intelligence - TechRepublic

#artificialintelligence

"Now is the time for greater coordination and collaboration on AI," Microsoft CEO Satya Nadella wrote in a blog post for Slate on Tuesday. Like IBM, Google, Facebook, and other tech giants, Microsoft has jumped into AI full-force, releasing Azure Machine Learning, a cloud-based analytics tool, part of its Cortana Intelligence Suite, in 2015. It has also made mistakes, and recently sparked media attention with the release of Tay, a teenage chatbot that began uttering racist and sexist slurs on Twitter. Why Dick's Sporting Goods decided to play its own game in e commerce Dick's Sporting Goods has long partnered with eBay Enterprise on its e -commerce platform. Learn the benefits and risks of this multi -million dollar IT bet.


Tinder, But for Brexit

The Atlantic - Technology

Better Together is slightly tongue-in-cheek, too, but Kershaw said it's a way to support the Remain cause, though it's probably too late. The morning after the referendum, Kershaw and his team of about six had woken up feeling "miserable." "We've got Europe in our DNA; half my family are French, we've got staff here on an EU visa, and some of us are the children of immigrants," Kershaw told me over email. "I wanted something to cheer us up."' The Android app launched Thursday morning, and Kershaw hopes an iOS app will become available next week.


Trump talks trade at shuttered NH factory

U.S. News

Critics have taken issue with Trump's portrayal of trade as the ultimate boogeyman. While it's true that manufacturing is in rapid decline -- with 4.5 million manufacturing jobs lost since NAFTA took effect in 1994 -- it's not easy to assign blame. In a report last year, the Congressional Research Service concluded that NAFTA's effect on the nation's economy "appears to have been relatively small." Technology is likely the bigger culprit for job losses; robots and other machines make it possible to produce more with fewer workers.


Tesla driver using autopilot killed in crash

Washington Post - Technology News

A Tesla driver was killed in a collision in Florida with a tractor trailer while the vehicle was in "Autopilot" mode, the car maker announced Thursday. It is the first known fatality in more than 130 million miles driven with autopilot activated, Tesla said in a statement which also expressed condolences to the driver's family. Bryan Thomas, a spokesman for the National Highway Traffic Safety Administration, said it was investigating the fatality to see if the autopilot system was to blame. But Tesla acknowledged that the accident might have been the fault of the computer. The crash occurred May 7 when Joshua David Brown, 40, of Canton, Ohio, was behind the wheel of his black 2015 Model S Tesla, while in Autopilot mode on U.S. Route-27 in Williston, Fla., and hit the side of a tractor trailer that was crossing the road to make a turn.


Can Topology Prevent Another Financial Crash? - Issue 37: Currents

Nautilus

Could Kevin Bacon have saved us from the 2008 financial crisis? But the network science behind six degrees of Kevin Bacon just well may have. According to the famous saying, every movie actor is separated from Kevin Bacon by six degrees of separation or less, going from co-star to co-star (actually most are separated from Bacon by only three degrees). Actors form a "small-world" network, meaning it takes a surprisingly small number of connections to get from any one member to any other. Natural and man-made small-world networks of all kinds are extremely common: The electric power grid of the western United States, the neural network of the nematode worm C. elegans, the Internet, protein and gene networks in biology, citations in scientific papers, and most social networks are small. Most of these small networks use hubs, or nodes with an especially large number of links to other nodes.


SELF-DRIVING DEATH Tesla driver killed in crash while using autopilot

FOX News

The U.S. announced Thursday the first fatality of a wreck involving a car in self-driving mode, the 40-year-old owner of a technology company who nicknamed his vehicle "Tessy" and had praised its sophisticated "Autopilot" system just one month earlier for preventing a collision on an interstate. The government said it is investigating the design and performance of the system aboard the Tesla Model S sedan. Joshua D. Brown, 40, of Canton, Ohio, died in the accident May 7 in Williston, Florida, when his car's cameras failed to distinguish the white side of a turning tractor-trailer from a brightly lit sky and didn't automatically activate its brakes, according to government records obtained Thursday. Frank Baressi, 62, the driver of the truck and owner of Okemah Express LLC, said the Tesla driver was "playing Harry Potter on the TV screen" at the time of the crash and driving so quickly that "he went so fast through my trailer I didn't see him." "It was still playing when he died and snapped a telephone pole a quarter mile down the road," Baressi told The Associated Press in an interview from his home in Palm Harbor, Florida.


Tesla driver killed in crash while using car's 'Autopilot'

Associated Press

FILE - In this Monday, April 25, 2016, file photo, a man sits behind the steering wheel of a Tesla Model S electric car on display at the Beijing International Automotive Exhibition in Beijing. Federal officials say the driver of a Tesla S sports car using the vehicle's "autopilot" automated driving system has been killed in a collision with a truck, the first U.S. self-driving car fatality. The National Highway Traffic Safety Administration said preliminary reports indicate the crash occurred when a tractor-trailer made a left turn in front of the Tesla at a highway intersection. NHTSA said the Tesla driver died due to injuries sustained in the crash, which took place on May 7 in Williston, Fla. (AP Photo/Mark Schiefelbein, File) FILE - In this Monday, April 25, 2016, file photo, a man sits behind the steering wheel of a Tesla Model S electric car on display at the Beijing International Automotive Exhibition in Beijing. Federal officials say the driver of a Tesla S sports car using the vehicle's "autopilot" automated driving system has been killed in a collision with a truck, the first U.S. self-driving car fatality.


Tesla's Autopilot Has Had Its First Deadly Crash

WIRED

A Tesla Model S driver using the car's semi-autonomous Autopilot feature died when the car hit an 18-wheeler, the first known fatality involving technology that remains in beta testing. The collision occurred May 7 when the big-rig made a left turn in from of the Model S at an intersection on a divided highway in Williston, Florida. "Neither Autopilot nor the driver noticed the white side of the tractor trailer against a brightly lit sky, so the brake was not applied" and the car drove under the trailer, the automaker said today. The National Highway Traffic Safety Administration sent a Special Crash Investigations Team to examine the vehicle and the crash scene. Experts from the agency's Office of Defects Investigation plan to examine the design and performance of the Autopilot system.