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Vector Institute (Canada)
The Vector Institute is a private, non-profit artificial intelligence research institute in Toronto focusing primarily on machine learning and deep learning research. As of 2023, it consists of 143 faculty members and affiliates — 38 of which are CIFAR AI chairs — 57 postdoctoral fellows, and 502 students. Along with the University of Toronto, the Vector Institute is affiliated with faculty from universities across Ontario, as well as British Columbia and Nova Scotia. Along with Montreal's Mila and Alberta's Amii, the Vector Institute is a member of the Pan-Canadian Artificial Intelligence Strategy. History Vector was established by Brendan Frey, Geoffrey Hinton, Raquel Urtasun in 2017 with the objectives of retaining and recruiting researchers in Toronto and encouraging companies to establish labs in the city. On January 2, 2018, Garth Gibson became Vector's first president and CEO, and in 2023, was replaced by Tony Gaffney. The institute was housed in the MaRS Dis ...
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Nonprofit
A nonprofit organization (NPO), also known as a nonbusiness entity, nonprofit institution, not-for-profit organization, or simply a nonprofit, is a non-governmental (private) legal entity organized and operated for a collective, public, or social benefit, as opposed to an entity that operates as a business aiming to generate a Profit (accounting), profit for its owners. A nonprofit organization is subject to the non-distribution constraint: any revenues that exceed expenses must be committed to the organization's purpose, not taken by private parties. Depending on the local laws, charities are regularly organized as non-profits. A host of organizations may be non-profit, including some political organizations, schools, hospitals, business associations, churches, foundations, social clubs, and consumer cooperatives. Nonprofit entities may seek approval from governments to be Tax exemption, tax-exempt, and some may also qualify to receive tax-deductible contributions, but an enti ...
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Garth Gibson
__NOTOC__ Garth Alan Gibson is a computer scientist from Carnegie Mellon University. Gibson developed the RAID taxonomy of redundant data storage systems, along with David A. Patterson and Randy Katz. Biography Born in Aurora, Ontario, he holds a Ph.D. and a M.S. in computer science from the University of California, Berkeley, and a B.Math in computer science from the University of Waterloo. He was involved in informed prefetch computing and network-attached secure disks, a precursor to the SCSI object storage device command set. Gibson was the initial director of the Parallel Data Laboratory at Carnegie Mellon University, and founder and chief technology officer for Panasas, a computer data storage hardware and software company. Gibson was the first president and chief executive officer of the Vector Institute. In 2005 he became the 11th awardee of the J.W. Graham Medal, named in honor of Wes Graham an early influential professor of computer science at the University ...
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Applications Of Artificial Intelligence
Artificial intelligence (AI) has been used in applications throughout industry and academia. In a manner analogous to electricity or computers, AI serves as a general-purpose technology. AI programs are designed to simulate human perception and understanding. These systems are capable of adapting to new information and responding to changing situations. Machine learning has been used for various scientific and commercial purposes including language translation, image recognition, decision-making, credit scoring, and e-commerce. Agriculture In agriculture, AI has been proposed as a way for farmers to identify areas that need irrigation, fertilization, or pesticide treatments to increase yields, thereby improving efficiency. AI has been used to attempt to classify livestock pig call emotions, automate greenhouses, detect diseases and pests, and optimize irrigation. Architecture & Design AI in architecture has created a way for architects to create things beyond human unders ...
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Deep Learning
Deep learning is a subset of machine learning that focuses on utilizing multilayered neural networks to perform tasks such as classification, regression, and representation learning. The field takes inspiration from biological neuroscience and is centered around stacking artificial neurons into layers and "training" them to process data. The adjective "deep" refers to the use of multiple layers (ranging from three to several hundred or thousands) in the network. Methods used can be either supervised, semi-supervised or unsupervised. Some common deep learning network architectures include fully connected networks, deep belief networks, recurrent neural networks, convolutional neural networks, generative adversarial networks, transformers, and neural radiance fields. These architectures have been applied to fields including computer vision, speech recognition, natural language processing, machine translation, bioinformatics, drug design, medical image analysis, c ...
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Machine Learning
Machine learning (ML) is a field of study in artificial intelligence concerned with the development and study of Computational statistics, statistical algorithms that can learn from data and generalise to unseen data, and thus perform Task (computing), tasks without explicit Machine code, instructions. Within a subdiscipline in machine learning, advances in the field of deep learning have allowed Neural network (machine learning), neural networks, a class of statistical algorithms, to surpass many previous machine learning approaches in performance. ML finds application in many fields, including natural language processing, computer vision, speech recognition, email filtering, agriculture, and medicine. The application of ML to business problems is known as predictive analytics. Statistics and mathematical optimisation (mathematical programming) methods comprise the foundations of machine learning. Data mining is a related field of study, focusing on exploratory data analysi ...
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Government Of Canada
The Government of Canada (), formally His Majesty's Government (), is the body responsible for the federation, federal administration of Canada. The term ''Government of Canada'' refers specifically to the executive, which includes Minister of the Crown, ministers of the Crown (together in Cabinet of Canada, the Cabinet) and the Public Service of Canada, federal civil service (whom the Cabinet direct); it is Federal Identity Program, corporately branded as the ''Government of Canada''. There are over 100 departments and agencies, as well as over 300,000 persons employed in the Government of Canada. These institutions carry out the programs and enforce the laws established by the Parliament of Canada. The Structure of the Canadian federal government, federal government's organization and structure was established at Canadian Confederation, Confederation, through the ''Constitution Act, 1867'', wherein the Canadian Crown acts as the core, or "the most basic building block", of its ...
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Government Of Ontario
The Government of Ontario () is the body responsible for the administration of the Provinces and territories of Canada, Canadian province of Ontario. The term ''Government of Ontario'' refers specifically to the executive—political Minister of the Crown, ministers of the Crown (the Cabinet/Executive Council), appointed on the Advice (constitutional law), advice of the premier, and the Nonpartisanship, non-partisan Ontario Civil service, Public Service (whom the Executive Council directs), who staff ministries and agencies to deliver government policies, programs, and services—which Corporate identity, corporately brands itself as the ''Government of Ontario'', or more formally, His Majesty's Government of Ontario (). Role of the Crown , as monarch of Canada is also the King in Right of Ontario. As a Commonwealth realm, the Canadian monarch is Personal union, shared with 14 other independent countries within the Commonwealth of Nations. Within Canada, the monarch exerci ...
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Shopify
Shopify Inc., stylized as ''shopify'', headquartered in Ottawa, Ontario, operates an e-commerce platform for retail point-of-sale systems that offers payments, marketing, shipping, inventory management, transaction management, and customer engagement tools. The company has over 5 million customers and processed $292.3 billion in transactions in 2024, of which 57% was in the United States. Major customers include Tesla, LVMH, Nestlé, PepsiCo, AB InBev, Kraft Heinz, Lindt, Whole Foods Market, Red Bull, and Hyatt. History 2006: Founding Shopify was founded in 2006 by Tobias Lütke and Scott Lake after launching Snowdevil, an online store for snowboarding equipment, in 2004. Dissatisfied with the existing e-commerce products on the market, Lütke, a computer programmer by trade, instead built his own.Donnelly, JimShopify picks up $7M in venture funding ''Ottawa Business Journal''. December 13, 2010. Lütke used the open source web application framework Ruby on Rails to buil ...
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TechCrunch
TechCrunch is an American global online newspaper focusing on topics regarding high tech, high-tech and Startup company, startup companies. It was founded in June 2005 by Archimedes Ventures, led by partners Michael Arrington and Keith Teare. In 2010, AOL acquired the company for approximately $25 million. Following the 2015 Verizon Communications#Acquisition of AOL and Yahoo, acquisition of AOL and Yahoo! by Verizon, the site was owned by Verizon Media from 2015 through 2021. In 2021, Verizon sold its media assets, including AOL, Yahoo!, and TechCrunch, to the private equity firm Apollo Global Management. Apollo integrated them into a new entity called Yahoo! Inc. (2017–present), Yahoo! Inc. In addition to its news reporting, TechCrunch is also known for its annual Disrupt conference, a technology event hosted in several cities across the United States, Europe, and China. History TechCrunch was founded in June 2005 by Archimedes Ventures, led by partners Michael Arrington a ...
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Google
Google LLC (, ) is an American multinational corporation and technology company focusing on online advertising, search engine technology, cloud computing, computer software, quantum computing, e-commerce, consumer electronics, and artificial intelligence (AI). It has been referred to as "the most powerful company in the world" by the BBC and is one of the world's List of most valuable brands, most valuable brands. Google's parent company, Alphabet Inc., is one of the five Big Tech companies alongside Amazon (company), Amazon, Apple Inc., Apple, Meta Platforms, Meta, and Microsoft. Google was founded on September 4, 1998, by American computer scientists Larry Page and Sergey Brin. Together, they own about 14% of its publicly listed shares and control 56% of its stockholder voting power through super-voting stock. The company went public company, public via an initial public offering (IPO) in 2004. In 2015, Google was reorganized as a wholly owned subsidiary of Alphabet Inc. Go ...
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Uber
Uber Technologies, Inc. is an American multinational transportation company that provides Ridesharing company, ride-hailing services, courier services, food delivery, and freight transport. It is headquartered in San Francisco, California, and operates in approximately 70 countries and 15,000 cities worldwide. It is the largest ridesharing company worldwide with over 150 million monthly active users and 6 million active drivers and couriers. It coordinates an average of 28 million trips per day, and has coordinated 47 billion trips since its inception in 2010. In 2023, the company had a take rate (revenue as a percentage of gross bookings) of 28.7% for mobility services and 18.3% for food delivery. History In 2009, Garrett Camp, a co-founder of StumbleUpon, came up with the idea to create Uber to make it easier and cheaper to procure direct transportation. Camp and Travis Kalanick had spent $800 hiring a private driver on New Year's Eve, which they deemed excessive, and ...
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