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Alteryx
Alteryx is an American computer software company based in Irvine, California, with a development center in Broomfield, Colorado. The company's products are used for data science and analytics. The software is designed to make advanced analytics accessible to any data worker. History SRC LLC, the predecessor to Alteryx, was founded in 1997 by Dean Stoecker, Olivia Duane Adams and Ned Harding. SRC developed the first online data engine for delivering demographic-based mapping and reporting shortly after being founded. In 1998, SRC released Allocate, a data engine incorporating geographically organized U.S. Census data that allows users to manipulate, analyze and map data. Solocast was developed in 1998, which was software that allowed customers to do customer segmentation analysis. In 2000, SRC LLC entered into a contract with the U.S. Census Bureau that resulted in a modified version of its Allocate software being included on CD-ROMs of Census Data sold by the Bureau. In ...
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Dean Stoecker
Dean A. Stoecker (born 1956/1957) is an American businessman, and the co-founder (in 1997), chairman and former CEO (19972020) of Alteryx, a computer software company. Stoecker was born and grew up in Colorado. His family is from Boulder, Colorado, where his "father was an entrepreneur who built A-Frame houses", and Dean was the youngest child. He earned a bachelor's degree from the University of Colorado, and an MBA from Pepperdine University. In August 2019, ''Forbes'' assessed Stoecker's net worth at $1.2 billion, following Alteryx's near 900% share price rise since its 2017 IPO. He was a district-level delegate to the 2016 Republican National Convention from California. He is married to Angie. They live in Irvine, California Irvine () is a Planned community, master-planned city in South Orange County, California, United States, in the Los Angeles metropolitan area. The Irvine Company started developing the area in the 1960s and the city was formally incorporated on ... ...
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Sapphire Ventures
Sapphire Ventures (stylized as SAPPHIRE) is a venture capital firm with offices in Menlo Park, San Francisco, Austin, and London. The firm is considered one of the world's premier venture capital firms. The firm primarily invests in Series B through IPO technology companies, as well as tech-focused early stage venture firms, seed, and Series A early-stage sports, media, and entertainment start-ups. Notable Sapphire-backed companies include 23andMe, Alteryx, Auth0, Block (Square), Box, Current, Degreed, DocuSign, Fitbit, IAS, JumpCloud, Kaltura, Linkedin, Livongo, Looker, MuleSoft, Monday.com, Paytm, Ping Identity, Sumo Logic, Wise (TransferWise). History The firm was founded in 1996 as the venture capital arm of multinational software conglomerate SAP and spun out as an independent company in 2011, rebranding to Sapphire Ventures in 2014. At the time, Sapphire Ventures managed $1.4 billion and had invested in more than 125 companies, with 10 companies going public and 17 ...
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Trifacta
Trifacta is a privately owned software company headquartered in San Francisco with offices in Bengaluru, Boston, Berlin and London. The company was founded in October 2012 and primarily develops data wrangling software for data exploration and self-service data preparation on cloud and on-premises data platforms. Its platform, also named Trifacta, is "designed for analysts to explore, transform, and enrich raw data into clean and structured formats." Trifacta utilizes techniques in machine learning, data visualization, human-computer interaction, and parallel processing so non-technical users can work with large datasets. History The company was developed from a joint research project with Ph.D. and UC Berkeley Professor Joe Hellerstein, Ph.D. and University of Washington and former Stanford professor Jeffrey Heer, and Stanford Ph.D. Sean Kandel. The company created a software application that combines visual interaction with intelligent inference for the process of data transf ...
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Russell 1000
The Russell 1000 Index is a stock market index that tracks the highest-ranking 1,000 stocks in the Russell 3000 Index, which represent about 93% of the total market capitalization of that index. , the stocks of the Russell 1000 Index had a weighted average market capitalization of $608.1 billion and a median market capitalization of $15.1 billion. , components ranged in market capitalization from $1.8 billion to $1.4 trillion. The index, which was launched on January 1, 1984, is maintained by FTSE Russell, a subsidiary of the London Stock Exchange Group. The ticker symbol is ^RUI. There are several exchange-traded funds and mutual funds that track the index. Record values Annual returns Top sectors by weight *Technology *Consumer Discretionary * Health Care *Industrials *Financial services Top 10 holdings *Apple () *Microsoft () *Amazon () *Alphabet (Class A) () * Tesla () *Alphabet (Class C) () * Meta () *Nvidia () *Berkshire Hathaway () *UnitedHealth Group () (as of Dece ...
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Irvine, California
Irvine () is a Planned community, master-planned city in South Orange County, California, United States, in the Los Angeles metropolitan area. The Irvine Company started developing the area in the 1960s and the city was formally incorporated on December 28, 1971. The city had a population of 307,670 at the 2020 United States Census, 2020 census. A number of corporations, particularly in the technology and semiconductor sectors, have their national or international headquarters in Irvine. Irvine is also home to several higher education institutions including the University of California, Irvine (UCI), Concordia University Irvine, Concordia University, Irvine Valley College, the Orange County Center of the University of Southern California (USC), and campuses of California State University Fullerton (CSUF), University of La Verne, and Pepperdine University. History The Gabrieleño indigenous group inhabited Irvine about 2,000 years ago. Gaspar de Portolà, a Spanish explorer, cam ...
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Ernst & Young Entrepreneur Of The Year Award
The EY Entrepreneur of the Year Awards previously Ernst & Young Entrepreneur of the Year Awards is an award sponsored by Ernst & Young in recognition of entrepreneurship. Founded in 1986 in Milwaukee as a single award, as of 2016 twenty-five programs were run in all 50 US states and more than 60 countries. The award may be given to multiple individuals per year; for example, in 2013 there were ten winners in the state of New York, with winners in the categories of retail and consumer products; technology; family business; emerging; energy, chemical and mining; food products and services; real estate, hospitality, and construction; financial services; digital media; and transformational. In 2014, there were eleven national winners in the US; with one individual recognized as the overall award winner. Since 1986, over 10,000 people have received awards. averaging 400 recipients annually. EY World Entrepreneur of the Year Every year since 1986, the overall country winners have gat ...
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KeyBank
KeyBank, the primary subsidiary of KeyCorp, is a regional bank headquartered in Cleveland, Ohio, and is the only major bank based in Cleveland. KeyBank is one of the largest banks in the United States. Key's customer base spans retail, small business, corporate, commercial and investment clients. KeyBank maintains over 1,000 branches and over 40,000 ATMs, which are in 15 states: Alaska, Colorado, Connecticut, Delaware, Florida, Idaho, Illinois, Indiana, Iowa, Maine, Maryland, Massachusetts, Michigan, Minnesota, New Jersey, New York (state), New York, Ohio, Oregon, Pennsylvania, Rhode Island, Texas, Utah, Vermont, Virginia, Washington, D.C. and Washington (state), Washington. KeyCorp maintains business offices in 39 states. Key ranked 449th on the 2022 Fortune 500 list based on its 2021 revenue. History KeyBank is the primary subsidiary of KeyCorp, which was formed in 1994 through the merger of Society Corporation of Cleveland, Ohio ("Society Bank") and KeyCorp ("Old Ke ...
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Gartner
Gartner, Inc is a technological research and consulting firm based in Stamford, Connecticut that conducts research on technology and shares this research both through private consulting as well as executive programs and conferences. Its clients include large corporations, government agencies, technology companies, and investment firms. In 2018, the company reported that its client base consisted of over 12,000 organizations in over 100 countries. As of 2022, Gartner has over 15,000 employees located in over 100 offices worldwide. It is a member of the S&P 500. History Gideon Gartner founded Gartner, Inc in 1979. Originally private, the company launched publicly as Gartner Group in 1986 before Saatchi & Saatchi acquired it in 1988. In 1990, Gartner Group was acquired by some of its executives, including Gartner himself, with funding from Bain Capital and Dun & Bradstreet. The company went public again in 1993. In 2000, the name was simplified from ''Gartner Group'' to Gartn ...
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Meritech Capital Partners
Meritech Capital Partners is an American Venture Firm company focused on late-stage venture capital investments in information technology companies with a focus on consumer Internet and media, software and services, enterprise infrastructure, and medical devices. Investments has included the popular online game Roblox, Datadog and Salesforce. History The Palo Alto, California-based firm, was founded in 1999 with sponsorship from Accel Partners, Oak Investment Partners, Redpoint Ventures Redpoint Ventures is an American venture capital firm focused on investments in seed, early and growth-stage companies. History The firm was founded in 1999 and is headquartered in Menlo Park, California, with offices in San Francisco, Los Angel ... and Worldview Technology Partners. Since 2003, however, Meritech has independently operated and invested in later-stage technology companies. The firm has raised approximately $2.6 billion since inception across four funds. In July 2014 Meritec ...
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Orange County Business Journal
The ''Orange County Business Journal'' is a weekly print and online newspaper covering business in Orange County, California. The paper is the second largest business journal in California after the ''Los Angeles Business Journal''.June 2006 Audit Bureau of Circulations
retrieved 2007-08-03
The ''Orange County Business Journal'' is among the largest business journals in the country, in league with '''', the ''Los Angeles Business Journal'', the '''', ''

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Boston
Boston (), officially the City of Boston, is the state capital and most populous city of the Commonwealth of Massachusetts, as well as the cultural and financial center of the New England region of the United States. It is the 24th- most populous city in the country. The city boundaries encompass an area of about and a population of 675,647 as of 2020. It is the seat of Suffolk County (although the county government was disbanded on July 1, 1999). The city is the economic and cultural anchor of a substantially larger metropolitan area known as Greater Boston, a metropolitan statistical area (MSA) home to a census-estimated 4.8 million people in 2016 and ranking as the tenth-largest MSA in the country. A broader combined statistical area (CSA), generally corresponding to the commuting area and including Providence, Rhode Island, is home to approximately 8.2 million people, making it the sixth most populous in the United States. Boston is one of the oldest ...
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Feature Engineering
Feature engineering or feature extraction or feature discovery is the process of using domain knowledge to extract features (characteristics, properties, attributes) from raw data. The motivation is to use these extra features to improve the quality of results from a machine learning process, compared with supplying only the raw data to the machine learning process. Process The feature engineering process is: *Brainstorming or testing features * Deciding what features to create * Creating features * Testing the impact of the identified features on the task * Improving your features if needed * Repeat Typical engineered features The following list provides some typical ways to engineer useful features * Numerical transformations (like taking fractions or scaling) * Category encoder like one-hot or target encoder (for categorical data) * Clustering * Group aggregated values * Principal component analysis (for numerical data) * Feature construction : building new "physical" ...
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