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Amazon SageMaker
Amazon SageMaker is a cloud machine-learning platform that was launched in November 2017. SageMaker enables developers to create, train, and deploy machine-learning (ML) models in the cloud. SageMaker also enables developers to deploy ML models on embedded systems and edge-devices. Capabilities SageMaker enables developers to operate at a number of levels of abstraction when training and deploying machine learning models. At its highest level of abstraction, SageMaker provides pre-trained ML models that can be deployed as-is. In addition, SageMaker provides a number of built-in ML algorithms that developers can train on their own data. Further, SageMaker provides managed instances of TensorFlow and Apache MXNet, where developers can create their own ML algorithms from scratch. Regardless of which level of abstraction is used, a developer can connect their SageMaker-enabled ML models to other AWS services, such as the Amazon DynamoDB database for structured data storage, AWS Ba ... [...More Info...] [...Related Items...] OR: [Wikipedia] [Google] [Baidu] |
Amazon (company)
Amazon.com, Inc. ( ) is an American multinational technology company focusing on e-commerce, cloud computing, online advertising, digital streaming, and artificial intelligence. It has been referred to as "one of the most influential economic and cultural forces in the world", and is one of the world's most valuable brands. It is one of the Big Five American information technology companies, alongside Alphabet, Apple, Meta, and Microsoft. Amazon was founded by Jeff Bezos from his garage in Bellevue, Washington, on July 5, 1994. Initially an online marketplace for books, it has expanded into a multitude of product categories, a strategy that has earned it the moniker ''The Everything Store''. It has multiple subsidiaries including Amazon Web Services (cloud computing), Zoox (autonomous vehicles), Kuiper Systems (satellite Internet), and Amazon Lab126 (computer hardware R&D). Its other subsidiaries include Ring, Twitch, IMDb, and Whole Foods Market. Its acquisition of Who ... [...More Info...] [...Related Items...] OR: [Wikipedia] [Google] [Baidu] |
Recurrent Neural Network
A recurrent neural network (RNN) is a class of artificial neural networks where connections between nodes can create a cycle, allowing output from some nodes to affect subsequent input to the same nodes. This allows it to exhibit temporal dynamic behavior. Derived from feedforward neural networks, RNNs can use their internal state (memory) to process variable length sequences of inputs. This makes them applicable to tasks such as unsegmented, connected handwriting recognition or speech recognition. Recurrent neural networks are theoretically Turing complete and can run arbitrary programs to process arbitrary sequences of inputs. The term "recurrent neural network" is used to refer to the class of networks with an infinite impulse response, whereas "convolutional neural network" refers to the class of finite impulse response. Both classes of networks exhibit temporal dynamic behavior. A finite impulse recurrent network is a directed acyclic graph that can be unrolled and replace ... [...More Info...] [...Related Items...] OR: [Wikipedia] [Google] [Baidu] |
JD Sports
JD Sports Fashion plc, more commonly known as JD Sports or JD, is a British sports-fashion retail company based in Bury, Greater Manchester, England. It is listed on the London Stock Exchange and is a constituent of the FTSE 100 Index. Pentland Group owns 55% of the company. History The company was established by John Wardle and David Makin (hence the name ''JD''), trading from a single shop in Bury, Greater Manchester, in 1981. The company opened a store in the Arndale Centre in Manchester in 1983. Pentland Group bought Wardle's and Makin's shares for £44.6M in May 2005, so acquiring 45% of the business. Acquisitions Early acquisitions of stores included 209 stores with the acquisition of First Sport from Blacks Leisure Group in December 2001 and 70 stores from the administrators of Allsports in October 2005. Subsequent acquisitions of businesses included: *Bank Stores, which sold fashion clothing, for around £19M in December 2007 *Champion Sports for €19.6M in January ... [...More Info...] [...Related Items...] OR: [Wikipedia] [Google] [Baidu] |
Peak (company)
Peak is an artificial intelligence company headquartered in Manchester, UK. It was founded in 2015 and has additional offices in Jaipur, India, and New York City, United States. It is known for its artificial intelligence platform, a SaaS platform that allows data scientists to build AI workflows, invoke them on ingested data and expose the results via APIs and/or built-in web applications, as well as abstracting the underlying cloud infrastructure. History The company was founded by CEO Richard Potter, David Leitch and Atul Sharma. In 2015, Peak was one of the winners of the Tech North Northern Stars competition. In 2017, it secured £2.5 million in Series A capital funding from MMC Ventures for investment in machine learning and artificial intelligence technologies and was named as one of the top five startups in Manchester by ''Wired'' magazine. In 2018, it was chosen to work as part of Arsenal F.C.'s Innovation Lab and it was one of the 37 fastest growing technology comp ... [...More Info...] [...Related Items...] OR: [Wikipedia] [Google] [Baidu] |
Volkswagen Group
Volkswagen AG (), known internationally as the Volkswagen Group, is a German multinational automotive manufacturer headquartered in Wolfsburg, Lower Saxony, Germany. The company designs, manufactures and distributes passenger and commercial vehicles, motorcycles, engines and turbomachinery, as well as offering related services, including financing, leasing and fleet management. In 2016, it was the world's largest automaker by sales, and keeping this title in 2017, 2018 and 2019, selling 10.9 million vehicles. It has maintained the largest market share in Europe for over two decades. It ranked seventh in the 2020 ''Fortune'' Global 500 list of the world's largest companies. The Volkswagen Group sells passenger cars under the Audi, Bentley, Cupra, Lamborghini, Porsche, SEAT, Škoda and Volkswagen brands; motorcycles under the Ducati name; light commercial vehicles under the Volkswagen Commercial Vehicles brand; and heavy commercial vehicles via the marques of listed subsi ... [...More Info...] [...Related Items...] OR: [Wikipedia] [Google] [Baidu] |
Slalom Consulting
Slalom is a business and technology consulting firm headquartered in Seattle, Washington. The company, which is a division of Slalom, Inc, employs more than 13,000 people in 43 markets and 11 Build Centers across North America, Europe, and Asia Pacific. Slalom's annual revenue exceeds two billion dollars. History The company that is incorporated today as Slalom, Inc was formed in Denver, Colorado, as Accounting Quest, LLC in 1993. It began as a team that helped place permanent and temporary accounting and finance professionals to clients in the Denver area. In 1995, the company opened its Seattle office and focused on permanent placements and contract resources. The name was then changed to Two Degrees, LLC. In 2010, the company rebranded and formally changed their name to Slalom, LLC. Awards and recognition Slalom has been named a best company to work for by numerous sources such as ''Forbes'' Magazine, ''Fortune'' Magazine, ''Consulting Magazine,'' ''Glassdoor'', and various ... [...More Info...] [...Related Items...] OR: [Wikipedia] [Google] [Baidu] |
Avis Budget Group
Avis Budget Group is American car rental agency holding company headquartered in Parsippany, New Jersey. It is the parent company of several brands including Avis Car Rental, Budget Rent a Car, Budget Truck Rental, Payless Car Rental and Zipcar. The company also operates several smaller, regional brands including ACL Hire, Apex Car Rentals, AmicoBlue, France Cars, Maggiore Group, MoriniRent, TurisCar and TurisPrime. It is one of the three big rental car holding companies in the United States, holding a 26% market share, placing it behind both the Hertz Corporation and Enterprise Holdings. History Following the decision to dissolve the Cendant company name and split into four separate companies, the vehicle rental division of Cendant became Avis Budget Group in 2006. In 2011, Avis Budget Group acquired Avis Europe, an independently-owned company licensee, globally reuniting the Avis and Budget brands. On September 5, 2012, Avis Budget Group acquired Apex Car Rentals of New Z ... [...More Info...] [...Related Items...] OR: [Wikipedia] [Google] [Baidu] |
Carsales
carsales.com Ltd is an ASX 100 business in digital marketplaces across Oceania, Asia and The Americas. carsales was recognised by Forbes as one of the most innovative growth companies in 2017. History carsales.com Ltd (carsales) was founded by Greg Roebuck and Wal Pisciotta in Melbourne, Australia in 1997 with what was at the time just a small idea of moving print classified advertisements for motor vehicles onto the internet. In 2009, carsales listed on the ASX Stock Exchange. In March 2017, Greg Roebuck stood down from his role as CEO and was replaced by Cameron McIntyre. Acquisitions * 2005 acquisition of online classified business PBL Media websites owned ACP Magazines Limited (Carpoint.com.au, Boatpoint.com.au, Bikepoint.com.au and Ihub.com.au) along with research and statistic company Equipment Research Group Pty Ltd (ERG). In return ACP would take up a 41 per cent stake in carsales. * 2007 acquisition of RedBook Australia and Asia * 2010 acquisition of Quicksales ... [...More Info...] [...Related Items...] OR: [Wikipedia] [Google] [Baidu] |
NASCAR
The National Association for Stock Car Auto Racing, LLC (NASCAR) is an American auto racing sanctioning and operating company that is best known for stock car racing. The privately owned company was founded by Bill France Sr. in 1948, and his son, Jim France, has been the CEO since August 2018. The company is headquartered in Daytona Beach, Florida. Each year, NASCAR sanctions over 1,500 races at over 100 tracks in 48 US states as well as in Canada, Mexico, Brazil and Europe. History Early stock car racing In the 1920s and 1930s, Daytona Beach supplanted France and Belgium as the preferred location for world land speed records. After a historic race between Ransom Olds and Alexander Winton in 1903, 15 records were set on what became the Daytona Beach Road Course between 1905 and 1935. Daytona Beach had become synonymous with fast cars in 1936. Drivers raced on a course, consisting of a stretch of beach as one straightaway, and a narrow blacktop beachfront highway, Florid ... [...More Info...] [...Related Items...] OR: [Wikipedia] [Google] [Baidu] |
Reinforcement Learning
Reinforcement learning (RL) is an area of machine learning concerned with how intelligent agents ought to take actions in an environment in order to maximize the notion of cumulative reward. Reinforcement learning is one of three basic machine learning paradigms, alongside supervised learning and unsupervised learning. Reinforcement learning differs from supervised learning in not needing labelled input/output pairs to be presented, and in not needing sub-optimal actions to be explicitly corrected. Instead the focus is on finding a balance between exploration (of uncharted territory) and exploitation (of current knowledge). The environment is typically stated in the form of a Markov decision process (MDP), because many reinforcement learning algorithms for this context use dynamic programming techniques. The main difference between the classical dynamic programming methods and reinforcement learning algorithms is that the latter do not assume knowledge of an exact mathematica ... [...More Info...] [...Related Items...] OR: [Wikipedia] [Google] [Baidu] |
Amazon Mechanical Turk
Amazon Mechanical Turk (MTurk) is a crowdsourcing website for businesses to hire remotely located "crowdworkers" to perform discrete on-demand tasks that computers are currently unable to do. It is operated under Amazon Web Services, and is owned by Amazon. Employers (known as ''requesters'') post jobs known as ''Human Intelligence Tasks'' (HITs), such as identifying specific content in an image or video, writing product descriptions, or answering survey questions. Workers, colloquially known as ''Turkers'' or ''crowdworkers'', browse among existing jobs and complete them in exchange for a fee set by the employer. To place jobs, the requesting programs use an open application programming interface (API), or the more limited MTurk Requester site. As of April 2019, Requesters could register from 49 approved countries. History The service was conceived by Venky Harinarayan in a US patent disclosure in 2001.Multiple sources: * * Amazon coined the term ''artificial artificial intelli ... [...More Info...] [...Related Items...] OR: [Wikipedia] [Google] [Baidu] |
Labeled Data
Labeled data is a group of samples that have been tagged with one or more labels. Labeling typically takes a set of unlabeled data and augments each piece of it with informative tags. For example, a data label might indicate whether a photo contains a horse or a cow, which words were uttered in an audio recording, what type of action is being performed in a video, what the topic of a news article is, what the overall sentiment of a tweet is, or whether a dot in an X-ray is a tumor. Labels can be obtained by asking humans to make judgments about a given piece of unlabeled data. Labeled data is significantly more expensive to obtain than the raw unlabeled data. Crowdsourced labeled data In 2006 Fei-Fei Li, the co-director of the Stanford Human-Centered AI Institute, set out to improve the artificial intelligence models and algorithms for image recognition by significantly enlarging the training data. The researchers downloaded millions of images from the World Wide Web and a team o ... [...More Info...] [...Related Items...] OR: [Wikipedia] [Google] [Baidu] |
