The Netflix Prize was an open competition for the best collaborative filtering algorithm to predict user ratings for films , based on previous ratings without any other information about the users or films, i.e. without the users being identified except by numbers assigned for the contest.
143-534: The competition was held by Netflix , a video streaming service, and was open to anyone who is neither connected with Netflix (current and former employees, agents, close relatives of Netflix employees, etc.) nor a resident of certain blocked countries (such as Cuba or North Korea). On September 21, 2009, the grand prize of US$ 1,000,000 was given to the BellKor's Pragmatic Chaos team which bested Netflix's own algorithm for predicting ratings by 10.06%. Netflix provided
286-500: A CA$ 500 million (US$ 400 million) investment over the next five years in producing content in Canada. The company denied that the deal was intended to result in a tax break . Netflix realized this goal by December 2018. In October 2017, Netflix iterated a goal of having half of its library consist of original content by 2019, announcing a plan to invest $ 8 billion on original content in 2018. In October 2017, Netflix introduced
429-428: A Defenders miniseries that would tie them together. Daredevil and Jessica Jones premiered in 2015. The Luke Cage series premiered on September 30, 2016, followed by Iron Fist on March 17, 2017, and The Defenders on August 18, 2017. Marvel owner Disney later entered into other content agreements with Netflix, including acquiring its animated Star Wars series Star Wars: The Clone Wars , and
572-523: A compact disc to Hastings's house in Santa Cruz. When the CD arrived intact, they decided to enter the $ 16 billion Home-video sales and rental industry. Hastings is often quoted saying that he decided to start Netflix after being fined $ 40 at a Blockbuster store for being late to return a copy of Apollo 13 . Hastings invested $ 2.5 million into Netflix from the sale of Pure Atria. Netflix launched as
715-546: A music publishing deal with BMG Rights Management , whereby BMG will oversee rights outside of the United States for music associated with Netflix original content. Netflix continues to handle these tasks in-house in the United States. On April 25, 2017, Netflix signed a licensing deal with IQIYI , a Chinese video streaming platform owned by Baidu , to allow selected Netflix original content to be distributed in China on
858-416: A training data set of 100,480,507 ratings that 480,189 users gave to 17,770 movies. Each training rating is a quadruplet of the form <user, movie, date of grade, grade> . The user and movie fields are integer IDs, while grades are from 1 to 5 ( integer ) stars. The qualifying data set contains over 2,817,131 triplets of the form <user, movie, date of grade> , with grades known only to
1001-508: A "Netflix Player" that would allow streaming content to be played directly on a television rather than a desktop or laptop. Hastings eventually shut down the project to help encourage other hardware manufacturers to include built-in Netflix support, which would be spun off as the digital media player product Roku . In January 2008, all rental-disc subscribers became entitled to unlimited streaming at no additional cost. This change came in
1144-711: A 10.09% improvement over Cinematch (a Quiz RMSE of 0.8554). On June 26, 2009 the team "BellKor's Pragmatic Chaos", a merger of teams "Bellkor in BigChaos" and "Pragmatic Theory", achieved a 10.05% improvement over Cinematch (a Quiz RMSE of 0.8558). The Netflix Prize competition then entered the "last call" period for the Grand Prize. In accord with the Rules, teams had thirty days, until July 26, 2009 18:42:37 UTC, to make submissions that will be considered for this Prize. On July 26, 2009, Netflix stopped gathering submissions for
1287-413: A DVD rental service, which not only allowed users to check out titles through online sites but allowed for them to return them at brick and-mortar stores. By 2006, Blockbuster's service reached two million users, and while trailing Netflix's subscriber count, was drawing business away from Netflix. Netflix lowered fees in 2007. While it was an urban legend that Netflix ultimately "killed" Blockbuster in
1430-824: A Netflix original series, receiving much critical acclaim. On January 22, 2019, Netflix sought and was approved for membership into the Motion Picture Association of America (MPAA), making it the first streaming service to join the association. In February 2019, The Haunting creator Mike Flanagan joined frequent collaborator Trevor Macy as a partner in Intrepid Pictures and the duo signed an exclusive overall deal with Netflix to produce television content. On May 9, 2019, Netflix contracted with Dark Horse Entertainment to make television series and films based on comics from Dark Horse Comics . In July 2019, Netflix announced that it would be opening
1573-487: A center of innovation for the mechanization and industrialization of agricultural and food processing equipment. Though not affected as severely as San Francisco, San Jose also suffered significant damage from the 1906 San Francisco earthquake . Over 100 people died at the Agnews Asylum (later Agnews State Hospital) after its walls and roof collapsed, and San Jose High School's three-story stone-and-brick building
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#17327733716581716-766: A concession stand. In January 2020, Netflix announced a new four-film deal with Adam Sandler worth up to $ 275 million. On February 25, 2020, Netflix formed partnerships with six Japanese creators to produce an original Japanese anime project. This partnership includes manga creator group CLAMP, mangaka Shin Kibayashi , mangaka Yasuo Ohtagaki, novelist and film director Otsuichi , novelist Tow Ubutaka, and manga creator Mari Yamazaki . On March 4, 2020, ViacomCBS announced that it will be producing two spin-off films based on SpongeBob SquarePants for Netflix. On April 7, 2020, Peter Chernin 's Chernin Entertainment made
1859-1970: A deal with Open Road Films . On August 23, 2012, Netflix and The Weinstein Company signed a multi-year output deal for RADiUS-TWC films. In September 2012, Epix signed a five-year streaming deal with Netflix. For the initial two years of this agreement, first-run and back-catalog content from Epix was exclusive to Netflix. Epix films came to Netflix 90 days after premiering on Epix. These included films from Paramount, Metro-Goldwyn-Mayer and Lionsgate. On October 18, 2012, Netflix launched in Denmark , Finland , Norway and Sweden . On December 4, 2012, Netflix and Disney announced an exclusive multi-year agreement for first-run United States subscription television rights to Walt Disney Studios ' animated and live-action films, with classics such as Dumbo , Alice in Wonderland and Pocahontas available immediately and others available on Netflix beginning in 2016. Direct-to-video releases were made available in 2013. On January 14, 2013, Netflix signed an agreement with Time Warner 's Turner Broadcasting System and Warner Bros. Television to distribute Cartoon Network , Warner Bros. Animation , and Adult Swim content, as well as TNT 's Dallas , beginning in March 2013. The rights to these programs were given to Netflix shortly after deals with Viacom to stream Nickelodeon and Nick Jr. Channel programs expired. For cost reasons, Netflix stated that it would limit its expansion in 2013, adding only one new market—the Netherlands—in September of that year. This expanded its availability to 40 territories. In 2011, Netflix began its efforts into original content development. In March, it made
2002-467: A description of their algorithm. The team reported to have achieved the "dubious honors" ( sic Netflix) of the worst RMSEs on the Quiz and Test data sets from among the 44,014 submissions made by 5,169 teams was "Lanterne Rouge", led by J.M. Linacre, who was also a member of "The Ensemble" team. On March 12, 2010, Netflix announced that it would not pursue a second Prize competition that it had announced
2145-401: A description of their algorithm. This was the final Progress Prize because obtaining the required 1% improvement over the 2008 Progress Prize would be sufficient to qualify for the Grand Prize. The prize money was donated to the charities chosen by the winners. On July 25, 2009 the team "The Ensemble", a merger of the teams "Grand Prize Team" and "Opera Solutions and Vandelay United," achieved
2288-412: A hub at Shepperton Studios as part of a deal with Pinewood Group . In early-August 2019, Netflix negotiated an exclusive multi-year film and television deal with Game of Thrones creators and showrunners David Benioff and D.B. Weiss . The first Netflix production created by Benioff and Weiss was planned as an adaptation of Liu Cixin 's science fiction novel The Three-Body Problem , part of
2431-603: A large administrative division created by José de Gálvez , Spanish Minister of the Indies , in order to provide greater autonomy for the Spanish Empire 's borderlands. That year, King Carlos III of Spain approved an expedition by Juan Bautista de Anza to survey the San Francisco Bay Area , in order to choose the sites for two future settlements and their accompanying mission . De Anza initially chose
2574-594: A multi-year first-look deal with Netflix to make films. On May 29, 2020, Netflix announced the acquisition of Grauman's Egyptian Theatre from the American Cinematheque to use as a special events venue. In July 2020, Netflix appointed Sarandos as co-CEO. In July 2020, Netflix invested in Black Mirror creators Charlie Brooker and Annabel Jones ' new production outfit Broke And Bones. San Jose, California San Jose , officially
2717-666: A multi-year deal to create original projects for the service. In May 2014, Netflix & Sony Pictures Animation had a major multi-deal to acquired streaming rights to produce films. It also began to introduce an updated logo, with a flatter appearance and updated typography. In September 2014, Netflix expanded into six new European markets, including Austria , Belgium , France , Germany , Luxembourg , and Switzerland . On September 10, 2014, Netflix participated in Internet Slowdown Day by deliberately slowing down its speed in support of net neutrality regulations in
2860-418: A national land conservation organization, reported that San Jose was tied with Albuquerque and Omaha for having the 11th best park system among the 50 most populous U.S. cities. A 2011 study by Walk Score ranked San Jose the nineteenth most walkable of 50 largest cities in the United States. San Jose's trail network of 60 mi (100 km) of recreational and active transportation trails throughout
3003-472: A new season of the previously cancelled Fox sitcom Arrested Development . Netflix acquired the U.S. rights to the Norwegian drama Lilyhammer after its television premiere on Norway's NRK1 on January 25, 2012. Notably departing from the traditional broadcast television model of weekly episode premieres, Netflix chose to release the entire first season on February 8 of the same year. House of Cards
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#17327733716583146-437: A new sixth season. In February 2014, Netflix began to enter into agreements with U.S. internet service providers, beginning with Comcast (whose customers had repeatedly complained of frequent buffering when streaming Netflix), in order to provide the service a direct connection to their networks. In April 2014, Netflix signed Arrested Development creator Mitchell Hurwitz and his production firm The Hurwitz Company to
3289-502: A participating team had to improve this by another 10%, to achieve 0.8572 on the test set. Such an improvement on the quiz set corresponds to an RMSE of 0.8563. As long as no team won the grand prize, a progress prize of $ 50,000 was awarded every year for the best result thus far. However, in order to win this prize, an algorithm had to improve the RMSE on the quiz set by at least 1% over the previous progress prize winner (or over Cinematch,
3432-491: A per-rental model for each DVD but introduced a monthly subscription concept in September 1999. The per-rental model was dropped by early 2000, allowing the company to focus on the business model of flat-fee unlimited rentals without due dates, late fees, shipping and handling fees, or per-title rental fees. In September 2000, during the dot-com bubble , while Netflix was suffering losses, Hastings and Randolph offered to sell
3575-612: A political propensity toward Smart Growth planning principles. San Jose is located at 37°20′10″N 121°53′26″W / 37.33611°N 121.89056°W / 37.33611; -121.89056 . San Jose is located within the Santa Clara Valley , in the southern part of the Bay Area in Northern California. The northernmost portion of San Jose touches San Francisco Bay at Alviso , though most of
3718-736: A popular gift for holiday sales in late 2001, and demand for DVD subscription services were "growing like crazy", according to chief talent officer Patty McCord . The company went public on May 23, 2002, selling 5.5 million shares of common stock at US$ 15.00 per share. In 2003, Netflix was issued a patent by the U.S. Patent & Trademark Office to cover its subscription rental service and several extensions. Netflix posted its first profit in 2003, earning $ 6.5 million on revenues of $ 272 million; by 2004, profit had increased to $ 49 million on over $ 500 million in revenues. In 2005, 35,000 different films were available, and Netflix shipped 1 million DVDs out every day. In 2004, Blockbuster introduced
3861-474: A population of 7.5 million and 9.0 million respectively —the third-most populous city in California after Los Angeles and San Diego , and the 13th-most populous in the United States . Located in the center of the Santa Clara Valley on the southern shore of San Francisco Bay , San Jose covers an area of 179.97 sq mi (466.1 km ). San Jose is the county seat of Santa Clara County and
4004-440: A rapid population growth and aggressive annexation of nearby cities and communities carried out in the 1950s and 1960s. The rapid growth of the high-technology and electronics industries further accelerated the transition from an agricultural center to an urbanized metropolitan area. Results of the 1990 U.S. census indicated that San Jose had officially surpassed San Francisco as the most populous city in Northern California. By
4147-621: A response to the introduction of Hulu and to Apple 's new video-rental services. In August 2008, the Netflix database was corrupted and the company was not able to ship DVDs to customers for 3 days, leading the company to move all its data to the Amazon Web Services cloud. In November 2008, Netflix began offering subscribers rentals on Blu-ray and discontinued its sale of used DVDs. In 2009, Netflix streams overtook DVD shipments. On January 6, 2010, Netflix agreed with Warner Bros. to delay new release rentals to 28 days after
4290-764: A settlement with the American Council of the Blind , Netflix agreed to provide descriptions for its original series within 30 days of their premiere, and add screen reader support and the ability to browse content by availability of descriptions. In March 2015, Netflix expanded to Australia and New Zealand . In September 2015, Netflix launched in Japan , its first country in Asia. In October 2015, Netflix launched in Italy , Portugal , and Spain . In January 2016, at
4433-539: A straight-to-series order from MRC for the political drama House of Cards , led by Kevin Spacey , outbidding U.S. cable networks. This marked the first instance of a first-run television series being specifically commissioned by the service. In November the same year, Netflix added two more significant productions to its roster: the comedy-drama Orange Is the New Black , adapted from Piper Kerman 's memoir , and
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4576-569: Is home to one of the world's largest overseas Vietnamese populations, a Hispanic community that makes up over 40% of the city's residents, and historic ethnic enclaves such as Japantown and Little Portugal . Before the arrival of the Spanish , the area around San Jose was long inhabited by the Tamien nation of the Ohlone peoples of California . San Jose was founded on November 29, 1777, as
4719-402: Is intended to make it difficult to hill climb on the test set. Submitted predictions are scored against the true grades in the form of root mean squared error (RMSE), and the goal is to reduce this error as much as possible. Note that, while the actual grades are integers in the range 1 to 5, submitted predictions need not be. Netflix also identified a probe subset of 1,408,395 ratings within
4862-626: Is seen in the Central Valley . "Rain year" precipitation has ranged from 4.83 in (122.7 mm) between July 1876 and June 1877 to 30.30 in (769.6 mm) between July 1889 and June 1890, although at the current site since 1893 the range is from 5.33 in (135.4 mm) in "rain year" 2020–21 to 30.25 in (768.3 mm) in "rain year" 1982–83. 2020-2021 was the lowest precipitation year ever, in 127 years of precipitation records in San Jose. The most precipitation in one month
5005-561: Is shaken by moderate earthquakes on average one or two times a year. These quakes originate just east of the city on the creeping section of the Calaveras Fault, which is a major source of earthquake activity in Northern California. On April 14, 1984, at 1:15 pm local time, a 6.2 magnitude earthquake struck the Calaveras Fault near San Jose's Mount Hamilton. The most serious earthquake, in 1906, damaged many buildings in San Jose as described earlier. Earlier significant quakes rocked
5148-636: Is the 23rd most-visited website in the world , with 23.66% of its traffic coming from the United States , followed by the United Kingdom at 5.84%, and Brazil at 5.64%. Netflix was founded by Marc Randolph and Reed Hastings on August 29, 1997, in Scotts Valley, California . Hastings, a computer scientist and mathematician, was a co-founder of Pure Software , which was acquired by Rational Software that year for $ 750 million,
5291-608: Is the Washington-Guadalupe neighborhood, immediately south of the SoFA District ; this neighborhood is home to a community of Hispanics , centered on Willow Street. San Jose possesses about 15,950 acres (6,455 ha) of parkland in its city limits, including a part of the expansive Don Edwards San Francisco Bay National Wildlife Refuge . The city's oldest park is Alum Rock Park , established in 1872. In its 2013 ParkScore ranking, The Trust for Public Land ,
5434-400: Is the most-subscribed video on demand streaming media service, with 282.7 million paid memberships in more than 190 countries as of 2024. By 2022, "Netflix Original" productions accounted for half of its library in the United States and the namesake company had ventured into other categories, such as video game publishing of mobile games through its flagship service. As of 2023, Netflix
5577-659: The City of San José ( Spanish for ' Saint Joseph ' / ˌ s æ n h oʊ ˈ z eɪ , - ˈ s eɪ / SAN hoh- ZAY , - SAY ; Spanish: [saŋ xoˈse] ), is the largest city in Northern California by both population and area. With a 2022 population of 971,233, it is the most populous city in both the Bay Area and the San Jose–San Francisco–Oakland Combined Statistical Area —which in 2022 had
5720-785: The Pueblo de San José de Guadalupe , the first city founded in the Californias . It became a part of Mexico in 1821 after the Mexican War of Independence . Following the American Conquest of California during the Mexican–American War , the territory was ceded to the United States in 1848. After California achieved statehood two years later, San Jose was designated as the state's first capital. Following World War II , San Jose experienced an economic boom, with
5863-610: The Pueblo de San José de Guadalupe by José Joaquín Moraga , under orders of Antonio María de Bucareli y Ursúa , Viceroy of New Spain . San Jose served as a strategic settlement along El Camino Real , connecting the military fortifications at the Monterey Presidio and the San Francisco Presidio , as well as the California mission network . In 1791, due to the severe flooding which characterized
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6006-604: The Remembrance of Earth's Past trilogy. On September 30, 2019, in addition to renewing Stranger Things for a fourth season , Netflix signed The Duffer Brothers to an overall deal covering future film and television projects for the service. On November 13, 2019, Netflix and Nickelodeon entered into a multi-year agreement to produce several original animated feature films and television series based on Nickelodeon's library of characters. This agreement expanded on their existing relationship, in which new specials based on
6149-506: The BBC , Sarandos said the company also looking to expand investments in non-traditional foreign markets due to the growth of viewers outside of North America. At the time, this included programs such as Dark from Germany, Ingobernable from Mexico and 3% from Brazil . On May 22, 2018, former president , Barack Obama , and his wife, Michelle Obama , signed a deal to produce docu-series, documentaries and features for Netflix under
6292-685: The California Trail as part of the Bartleson Party and later acquired a fortune, was the city's first mayor. San Jose was briefly California's first state capital, and legislators met in the city from 1849 to 1851. ( Monterey was the capital during the period of Spanish California and Mexican California ). The first capitol no longer exists; the Plaza de César Chávez now lies on the site, which has two historical markers indicating where California's state legislature first met. In
6435-771: The Californian coast . During this time Alta California and the Baja California peninsula were administered together as Province of the Californias (Spanish: Provincia de las Californias ). For nearly 200 years, the Californias remained a distant frontier region largely controlled by the numerous Native Nations and largely ignored by the government of the Viceroyalty of New Spain in Mexico City . Shifting power dynamics in North America—including
6578-621: The Consumer Electronics Show , Netflix announced a major international expansion of its service into 130 additional countries. It then had become available worldwide except China , Syria , North Korea , Kosovo and Crimea . In May 2016, Netflix created a tool called Fast.com to determine the speed of an Internet connection. It received praise for being "simple" and "easy to use", and does not include online advertising , unlike competitors. On November 30, 2016, Netflix launched an offline playback feature, allowing users of
6721-806: The First Mexican Empire in 1821, after Mexico's War of Independence was won against the Spanish Crown , and in 1824, part of the First Mexican Republic . With its newfound independence, and the triumph of the republican movement, Mexico set out to diminish the Catholic Church 's power within Alta California by secularizing the California missions in 1833. In 1824, in order to promote settlement and economic activity within sparsely populated California,
6864-643: The Harvey Weinstein sexual abuse cases . In November 2017, Netflix announced that it would be making its first original Colombian series, to be executive produced by Ciro Guerra . In December 2017, Netflix signed Stranger Things director-producer Shawn Levy and his production company 21 Laps Entertainment to what sources say is a four-year deal. In 2017, Netflix invested in distributing exclusive stand-up comedy specials from Dave Chappelle , Louis C.K. , Chris Rock , Jim Gaffigan , Bill Burr and Jerry Seinfeld . In February 2018, Netflix acquired
7007-577: The Internet Movie Database . On December 17, 2009, four Netflix users filed a class action lawsuit against Netflix, alleging that Netflix had violated U.S. fair trade laws and the Video Privacy Protection Act by releasing the datasets. There was public debate about privacy for research participants . On March 19, 2010, Netflix reached a settlement with the plaintiffs, after which they voluntarily dismissed
7150-677: The M113 Armored Personnel Carrier , the Bradley Fighting Vehicle , and various subsystems of the M1 Abrams battle tank. IBM established its first West Coast operations in San Jose in 1943 with a downtown punch card plant, and opened an IBM Research lab in 1952. Reynold B. Johnson and his team developed direct access storage for computers, inventing the RAMAC 305 and the hard disk drive ;
7293-472: The Netflix Prize , $ 1,000,000 to the first developer of a video-recommendation algorithm that could beat its existing algorithm Cinematch, at predicting customer ratings by more than 10%. On September 21, 2009, it awarded the $ 1,000,000 prize to team "BellKor's Pragmatic Chaos". Cinematch, launched in 2000, was a system that recommended movies to its users, many of which might have been entirely new to
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#17327733716587436-566: The Ohlone people since around 4,000 BC . The Tamien spoke Tamyen language of the Ohlone language family . During the era of Spanish colonization and the subsequent building of Spanish missions in California , the Tamien people's lives changed dramatically. From 1777 onward, most of the Tamien people were forcibly enslaved at Mission Santa Clara de Asís or Mission San José where they were baptized and educated to be Catholic neophytes , also known as Mission Indians . This continued until
7579-638: The Santa Cruz Mountains flowing north through San Jose, ending in the San Francisco Bay at Alviso . Along the southern part of the river is the neighborhood of Almaden Valley , originally named for the mercury mines which produced mercury needed for gold extraction from quartz during the California Gold Rush as well as mercury fulminate blasting caps and detonators for the U.S. military from 1870 to 1945. East of
7722-776: The Treaty of Guadalupe Hidalgo formally ceded California to the United States, as part of the Mexican Cession . On December 15, 1849, San Jose became the capital of the unorganized territory of California . With California's Admission to the Union on September 9, 1850, San Jose became the state's first capital. On March 27, 1850, San Jose was incorporated . It was incorporated on the same day as San Diego and Benicia ; together, these three cities followed Sacramento as California's earliest incorporated cities. Josiah Belden , who had settled in California in 1842 after traversing
7865-514: The domain name DVD.com. By 2016, Netflix rebranded its DVD-by-mail service under the name DVD.com, A Netflix Company . In April 2012, Netflix filed with the Federal Election Commission (FEC) to form a political action committee (PAC) called FLIXPAC. Netflix spokesperson Joris Evers tweeted that the intent was to "engage on issues like net neutrality , bandwidth caps , UBB and VPPA ". In June 2012, Netflix signed
8008-567: The remote controls of devices compatible with the service, such as Blu-ray players . By May 2011, Netflix had become the largest source of Internet streaming traffic in North America, accounting for 30% of traffic during peak hours. On July 12, 2011, Netflix announced that it would separate its existing subscription plans into two separate plans: one covering the streaming and the other DVD rental services. The cost for streaming would be $ 7.99 per month, while DVD rental would start at
8151-476: The training data set. The probe , quiz , and test data sets were chosen to have similar statistical properties. In summary, the data used in the Netflix Prize looks as follows: For each movie, the title and year of release are provided in a separate dataset. No information at all is provided about users. In order to protect the privacy of the customers, "some of the rating data for some customers in
8294-465: The "Profiles" feature that permits accounts to accommodate up to five user profiles. In November 2013, Marvel Television and ABC Studios announced Netflix had ordered a slate of four television series based on the Marvel Comics characters Daredevil , Jessica Jones , Iron Fist and Luke Cage . Each of the four series received an initial order of 13 episodes, and Netflix also ordered
8437-440: The "Skip Intro" feature which allows customers to skip the intros to shows on its platform through a variety of techniques including manual reviewing, audio tagging, and machine learning . In November 2017, Netflix signed an exclusive multi-year deal with Orange Is the New Black creator Jenji Kohan . In November 2017, Netflix withdrew from co-hosting a party at the 75th Golden Globe Awards with The Weinstein Company due to
8580-487: The "dynamic queue" of DVDs available for each customer, Netflix's method of using the ranked preferences in the queue to send DVDs to subscribers, and Netflix's method permitting the queue to be updated and reordered. The second cause of action alleged infringement of the subscription rental service as well as Netflix's methods of communication and delivery. The companies settled their dispute on June 25, 2007; terms were not disclosed. On October 1, 2006, Netflix announced
8723-593: The 1846 Bear Flag Revolt , Captain Thomas Fallon led nineteen volunteers from Santa Cruz to the pueblo of San Jose, which his forces easily captured. The raising of the flag of the California Republic ended Mexican rule in Alta California on July 14, 1846. By the end of 1847, the Conquest of California by the United States was complete, as the Mexican–American War came to an end. In 1848,
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#17327733716588866-448: The 1960s and 1970s, some residents and officials advocated for returning to the original spelling of "San José", with the acute accent on the "e", to acknowledge the city's Mexican origin and Mexican-American population. On June 2, 1969, the city adopted a flag designed by historian Clyde Arbuckle that prominently featured the inscription "SAN JOSÉ, CALIFORNIA". On June 16, 1970, San Jose State College officially adopted "San José" as
9009-453: The 1990s, San Jose had become the global center for the high tech and internet industries and was California's fastest-growing economy for 2015–2016. Between April 2020 and July 2022, San Jose lost 42,000 people, 4.1% of its population, dropping to 12th, and then 13th largest city position in largest city ranking. San Jose is named after el Pueblo de San José de Guadalupe ( Spanish for 'the Town of Saint Joseph of Guadalupe '),
9152-562: The 2007 Progress Prize. Over 40,000 teams from 186 countries had entered the contest. They had thirty days to tender submissions for consideration. At the beginning of this period the leading team was BellKor, with an RMSE of 0.8728 (8.26% improvement), followed by Dinosaur Planet (RMSE = 0.8769; 7.83% improvement), and Gravity (RMSE = 0.8785; 7.66% improvement). In the last hour of the last call period, an entry by "KorBell" took first place. This turned out to be an alternate name for Team BellKor. On November 13, 2007, team KorBell (formerly BellKor)
9295-423: The British/American victory and acquisition of North America, east of the Mississippi following the 1763 Treaty of Paris , as well as the start of Russian colonization of northwestern North America — prompted Spanish/Mexican authorities to sponsor the Portolá Expedition to survey Northern California in 1769. In 1776, the Californias were included as part of the Captaincy General of the Provincias Internas ,
9438-456: The DVD rental market, Blockbuster's debt load and internal disagreements hurt the company. On April 4, 2006, Netflix filed a patent infringement lawsuit in which it demanded a jury trial in the United States District Court for the Northern District of California , alleging that Blockbuster 's online DVD rental subscription program violated two patents held by Netflix. The first cause of action alleged Blockbuster's infringement of copying
9581-524: The DVDs became available for sale, in an attempt to help studios sell physical copies, and similar deals involving Universal Pictures and 20th Century Fox were reached on April 9. In July 2010, Netflix signed a deal to stream movies of Relativity Media . In August 2010, Netflix reached a five-year deal worth nearly $ 1 billion to stream films from Paramount , Lionsgate and Metro-Goldwyn-Mayer . The deal increased Netflix's annual spending fees, adding roughly $ 200 million per year. It spent $ 117 million in
9724-422: The Guadalupe River each fall in the 1990s, but have all but vanished in the current decade apparently blocked from access to breeding grounds by impassable culverts, weirs and wide, exposed and flat concrete paved channels installed by the Santa Clara Valley Water District . In 2011 a small number of Chinook salmon were filmed spawning under the Julian Street bridge. Conservationist Roger Castillo, who discovered
9867-640: The Guadalupe River, Coyote Creek also flows to south San Francisco Bay and originates on Mount Sizer near Henry W. Coe State Park and the surrounding hills in the Diablo Range , northeast of Morgan Hill, California . The lowest point in San Jose is 13 ft (4.0 m) below sea level at the San Francisco Bay in Alviso; the highest is 2,125 ft (648 m). Because of the proximity to Lick Observatory atop Mount Hamilton, San Jose has taken several steps to reduce light pollution , including replacing all street lamps and outdoor lighting in private developments with low pressure sodium lamps . To recognize
10010-438: The Internet. However, at that time it only had 1,000 films available for streaming, compared to 70,000 available on DVD. The company had for some time considered offering movies online, but it was only in the mid-2000s that data speeds and bandwidth costs had improved sufficiently to allow customers to download movies from the internet. The original idea was a "Netflix box" that could download movies overnight, and be ready to watch
10153-771: The Mexican government began an initiative, for Mexican and foreign citizens alike, to settle unoccupied lands in California. Between 1833 and 1845, thirty-eight rancho land grants were issued in the Santa Clara Valley , 15 of which were located within modern-day San Jose's borders. Numerous prominent historical figures were among those granted rancho lands in the Santa Valley, including James A. Forbes , founder of Los Gatos, California (granted Rancho Potrero de Santa Clara ), Antonio Suñol , Alcalde of San Jose (granted Rancho Los Coches ), and José María Alviso , Alcalde of San Jose (granted Rancho Milpitas ). In 1835, San Jose's population of approximately 700 people included 40 foreigners, primarily Americans and Englishmen . By 1845,
10296-470: The Netflix production logo at the screening. Netflix's attempts to negotiate to allow a limited release in France were curtailed by organizers, as well as French cultural exception law—where theatrically screened films are legally forbidden from being made available via video-on-demand services until at least 36 months after their release. Besides traditional Hollywood markets as well as from partners like
10439-526: The Netflix Prize contest. The final standing of the Leaderboard at that time showed that two teams met the minimum requirements for the Grand Prize. "The Ensemble" with a 10.10% improvement over Cinematch on the Qualifying set (a Quiz RMSE of 0.8553), and "BellKor's Pragmatic Chaos" with a 10.09% improvement over Cinematch on the Qualifying set (a Quiz RMSE of 0.8554). The Grand Prize winner was to be
10582-515: The Netflix mobile apps on Android or iOS to cache content on their devices in standard or high quality for viewing offline, without an Internet connection. In 2016, Netflix released an estimated 126 original series or films, more than any network or cable channel. In April 2016, Hastings stated that the company planned to expand its in-house, Los Angeles-based Netflix Studios to grow its output; Hastings ruled out any potential acquisitions of existing studios. In February 2017, Netflix signed
10725-464: The New Black had been its most-watched original series so far, with all of them having "an audience comparable with successful shows on cable and broadcast TV." On March 13, 2013, Netflix added a Facebook sharing feature, letting United States subscribers access "Watched by your friends" and "Friends' Favorites" by agreeing. This was not legal until the Video Privacy Protection Act was modified in early 2013. On August 1, 2013, Netflix reintroduced
10868-533: The Obamas' newly formed production company, Higher Ground Productions . In June 2018, Netflix announced a partnership with Telltale Games to port its adventure games to the service in a streaming video format, allowing simple controls through a television remote. The first game, Minecraft: Story Mode , was released in November 2018. In July 2018, Netflix earned the most Emmy nominations of any network for
11011-1004: The Pacific Ocean like San Francisco. As a result, the city is somewhat more sheltered from rain, barely avoiding a cold semi-arid ( BSk ) climate. Like most of the Bay Area, San Jose is made up of dozens of microclimates . Because of a more prominent rain shadow from the Santa Cruz Mountains, Downtown San Jose experiences the lightest rainfall in the city, while South San Jose, only 10 mi (16 km) distant, experiences more rainfall, and somewhat more extreme temperatures. The monthly daily average temperature ranges from around 50 °F (10 °C) in December and January to around 70 °F (21 °C) in July and August. The highest temperature ever recorded in San Jose
11154-707: The Santa Clara Valley and, in turn, walling off the expansion of adjacent communities. During his reign, it was said the City Council would vote according to Hamann's nod. In 1963, the State of California imposed Local Agency Formation Commissions statewide, but largely to try to maintain order with San Jose's aggressive growth. Eventually the political forces against growth grew as local neighborhoods bonded together to elect their own candidates, ending Hamann's influence and leading to his resignation. While
11297-620: The Teenage Mutant Ninja Turtles . The agreement with Disney ended in 2019 due to the launch of Disney+ , with its Marvel productions moving exclusively to the service in 2022. In November 2019, Netflix announced that it had signed a long-term lease to save the Paris Theatre, the last single-screen movie theater in Manhattan . The company oversaw several renovations at the theater, including new seats and
11440-608: The UK subscribers in 2021 was £1.4bn. In April 2018, Netflix pulled out of the Cannes Film Festival , in response to new rules requiring competition films to have been released in French theaters. The Cannes premiere of Okja in 2017 was controversial, and led to discussions over the appropriateness of films with simultaneous digital releases being screened at an event showcasing theatrical film; audience members also booed
11583-436: The United States. In October 2014, Netflix announced a four-film deal with Adam Sandler and his Happy Madison Productions . In April 2015, following the launch of Daredevil , Netflix director of content operations Tracy Wright announced that Netflix had added support for audio description , and had begun to work with its partners to add descriptions to its other original series over time. The following year, as part of
11726-893: The World and worldwide distribution of Universal's Extinction , Warner Bros.' Mowgli: Legend of the Jungle , Paramount's The Lovebirds and 20th Century Studios' The Woman in the Window . In March, the service ordered Formula 1: Drive to Survive , a racing docuseries following teams in the Formula One world championship. In March 2018, Sky UK announced an agreement with Netflix to integrate Netflix's subscription VOD offering into its pay-TV service. Customers with its high-end Sky Q set-top box and service will be able to see Netflix titles alongside their regular Sky channels. In October 2022, Netflix revealed that its annual revenue from
11869-415: The agreement. In December 2018, the company announced a partnership with ESPN Films on a television documentary chronicling Michael Jordan and the 1997–98 Chicago Bulls season titled The Last Dance . It was released internationally on Netflix and became available for streaming in the United States three months after a broadcast airing on ESPN . In January 2019, Sex Education made its debut as
12012-467: The annual progress prize. By June 2007 over 20,000 teams had registered for the competition from over 150 countries. 2,000 teams had submitted over 13,000 prediction sets. Over the first year of the competition, a handful of front-runners traded first place. The more prominent ones were: On August 12, 2007, many contestants gathered at the KDD Cup and Workshop 2007, held at San Jose, California . During
12155-513: The city from 17 to 149 sq mi (44 to 386 km ), absorbing the communities named above, changing their status to "neighborhoods." They say San José is going to become another Los Angeles. Believe me, I'm going to do everything in my power to make that come true. Sales taxes were a chief source of revenue. Hamann would determine where major shopping areas would be, and then annex narrow bands of land along major roadways leading to those locations, pushing "tentacles" or "finger areas" across
12298-492: The city in 1839, 1851, 1858, 1864, 1865, 1868 , and 1891. The Daly City Earthquake of 1957 caused some damage. The Loma Prieta earthquake of 1989 also did some damage to parts of the city. San Jose's expansion was made by the design of "Dutch" Hamann , the City Manager from 1950 to 1969. During his administration, with his staff referred to as "Dutch's Panzer Division ", the city annexed property 1,389 times, growing
12441-610: The city lies away from the bayshore. According to the United States Census Bureau , the city has a total area of 180.0 sq mi (466 km ), making the fourth-largest city in California by land area (after Los Angeles, San Diego and California City ). San Jose lies between the San Andreas Fault , the source of the 1989 Loma Prieta earthquake , and the Calaveras Fault . San Jose
12584-462: The city logo. The accent reflects the Spanish version of the name, and the dropping of accents in all-capital writing was once typical in Spanish. While San José is commonly spelled both with and without the acute accent over the "e", the city's official guidelines indicate that it should be spelled with the accent most of the time and sets forth narrow exceptions, such as when the spelling is in URLs, when
12727-399: The city motto of "Capital of Silicon Valley" in 1988 to promote the city. Major global tech companies including Cisco Systems , eBay , Adobe Inc. , PayPal , Broadcom , and Zoom maintain their headquarters in San Jose. One of the wealthiest major cities in the world, San Jose has the third-highest GDP per capita (after Zurich and Oslo ) and the fifth-most expensive housing market. It
12870-440: The city seal, official stationery, office titles and department names. As late as 2010, the 1965 city charter stated the name of the municipal corporation as City of San Jose , without the accent mark, but later editions have added the accent mark. By convention, the spelling San José is only used when the name is spelled in mixed upper- and lowercase letters, but not when the name is spelled only in uppercase letters, as on
13013-542: The city's efforts, the asteroid 6216 San Jose was named after the city. There are four distinct valleys in the city of San Jose: Almaden Valley, situated on the southwest fringe of the city; Evergreen Valley to the southeast, which is hilly all throughout its interior; Santa Clara Valley, which includes the flat, main urban expanse of the South Bay; and the rural Coyote Valley , to the city's extreme southern fringe. The extensive droughts in California , coupled with
13156-484: The city's name, including in the college's own name. On August 20, 1974, the San Jose City Council approved a proposal by Catherine Linquist to rename the city "San José" but reversed itself a week later under pressure from residents concerned with the cost of changing typewriters, documents, and signs. On April 3, 1979, the city council once again adopted "San José" as the spelling of the city name on
13299-482: The city's predecessor, which was eventually located in the area of what is now the Plaza de César Chávez . In the 19th century, print publications used the spelling "San José" for both the city and its eponymous township . On December 11, 1943, the United States Board on Geographic Names ruled that the city's name should be spelled "San Jose" based on local usage and the formal incorporated name. In
13442-514: The city. Besides those mentioned above, some well-known communities within San Jose include Japantown , Rose Garden , Midtown San Jose , Willow Glen , Naglee Park , Burbank , Winchester , Alviso , East Foothills , Alum Rock , Communications Hill , Little Portugal , Blossom Valley , Cambrian , Almaden Valley , Little Saigon , Silver Creek Valley , Evergreen Valley , Mayfair , Edenvale , Santa Teresa , Seven Trees , Coyote Valley , and Berryessa . A distinct ethnic enclave in San Jose
13585-631: The city. The major trails in the network include: This large urban trail network, recognized by Prevention Magazine as the nation's largest, is linked to trails in surrounding jurisdictions and many rural trails in surrounding open space and foothills. Several trail systems within the network are designated as part of the National Recreation Trail, as well as regional trails such as the San Francisco Bay Trail and Bay Area Ridge Trail. Early written documents record
13728-519: The company to Blockbuster for $ 50 million. John Antioco , CEO of Blockbuster, thought the offer was a joke and declined, saying, "The dot-com hysteria is completely overblown." While Netflix experienced fast growth in early 2001, the continued effects of the dot-com bubble collapse and the September 11 attacks caused the company to hold off plans for its initial public offering (IPO) and to lay off one-third of its 120 employees. DVD players were
13871-606: The drainage of the reservoir at Anderson Lake for seismic repairs, have strained the city's water security . San Jose has suffered from lack of precipitation and water scarcity to the extent that some residents may run out of household water by the summer of 2022. San Jose, like most of the Bay Area, has a Mediterranean climate ( Köppen : Csb ), with warm to hot, dry summers and cool, wet winters. San Jose has an average of 298 days of sunshine and an annual mean temperature of 61.4 °F (16.3 °C). It lies inland, surrounded on three sides by mountains, and does not front
14014-424: The first DVD rental and sales website with 30 employees and 925 titles available—nearly all DVDs published. Randolph and Hastings met with Jeff Bezos , where Amazon offered to acquire Netflix for between $ 14 and $ 16 million. Fearing competition from Amazon, Randolph at first thought the offer was fair, but Hastings, who owned 70% of the company, turned it down on the plane ride home. Initially, Netflix offered
14157-444: The first six months of 2010 on streaming, up from $ 31 million in 2009. On September 22, 2010, Netflix launched in Canada, its first international market. In November 2010, Netflix began offering a standalone streaming service separate from DVD rentals. In 2010, Netflix acquired the rights to Breaking Bad , produced by Sony Pictures Television, after the show's third season, at a point where original broadcaster AMC had expressed
14300-589: The first time with 112 nods. On August 27, 2018, the company signed a five-year exclusive overall deal with international best–selling author Harlan Coben . On the same day, the company signed an overall deal with Gravity Falls creator Alex Hirsch . In October 2018, Netflix paid under $ 30 million to acquire Albuquerque Studios (ABQ Studios), a $ 91 million film and TV production facility with eight sound stages in Albuquerque , New Mexico , for its first U.S. production hub, pledging to spend over $ 1 billion over
14443-408: The first year). If no submission succeeded, the progress prize was not to be awarded for that year. To win a progress or grand prize a participant had to provide source code and a description of the algorithm to the jury within one week after being contacted by them. Following verification the winner also had to provide a non-exclusive license to Netflix. Netflix would publish only the description, not
14586-421: The grand prize, it would have lasted for at least five years (until October 2, 2011). After that date, the contest could have been terminated at any time at Netflix's sole discretion. The competition began on October 2, 2006. By October 8, a team called WXYZConsulting had already beaten Cinematch's results. By October 15, there were three teams who had beaten Cinematch, one of them by 1.06%, enough to qualify for
14729-489: The incorporations of Campbell and Cupertino , development was not slowed, but rather directed into already-incorporated areas. San Jose's position in Silicon Valley triggered further economic and population growth. Results from the 1990 U.S. Census indicated that San Jose surpassed San Francisco as the most populous city in the Bay Area for the first time. This growth led to the highest housing-cost increase in
14872-599: The job was not complete, the trend was set. The city had defined its sphere of influence in all directions, sometimes chaotically leaving unincorporated pockets to be swallowed up by the behemoth, sometimes even at the objection of the residents. Major thoroughfares in the city include Monterey Road , the Stevens Creek Boulevard / San Carlos Street corridor, Santa Clara Street / Alum Rock Avenue corridor, Almaden Expressway , Capitol Expressway , and 1st Street (San Jose) . The Guadalupe River runs from
15015-421: The jury. A participating team's algorithm must predict grades on the entire qualifying set, but they are informed of the score for only half of the data: a quiz set of 1,408,342 ratings. The other half is the test set of 1,408,789, and performance on this is used by the jury to determine potential prize winners. Only the judges know which ratings are in the quiz set, and which are in the test set—this arrangement
15158-416: The lawsuit. Netflix Netflix is an American subscription video on-demand over-the-top streaming service. The service primarily distributes original and acquired films and television shows from various genres, and it is available internationally in multiple languages. Launched in 2007, nearly a decade after Netflix, Inc. began its pioneering DVD-by-mail movie rental service, Netflix
15301-565: The local presence of migrating salmon in the Rio Guadalupe dating as far back as the 18th century. Both steelhead ( Oncorhynchus mykiss ) and King salmon are extant in the Guadalupe River , making San Jose the southernmost major U. S. city with known salmon spawning runs, the other cities being Anchorage ; Seattle ; Portland and Sacramento . Runs of up to 1,000 Chinook or King Salmon ( Oncorhynchus tshawytscha ) swam up
15444-512: The main component of the San Jose–Sunnyvale–Santa Clara Metropolitan Statistical Area, with an estimated population of around two million residents in 2018. San Jose is notable for its innovation , cultural diversity, affluence , and sunny and mild Mediterranean climate . Its connection to the booming high tech industry phenomenon known as Silicon Valley prompted Mayor Tom McEnery to adopt
15587-510: The mission was secularized by the Mexican Government in 1833. A large majority of the Tamien died either from disease in the missions, or as a result of the state sponsored genocide . Some surviving families remained intact, migrating to Santa Cruz after their ancestral lands were granted to Spanish and Mexican Immigrants. California was claimed as part of the Spanish Empire in 1542, when explorer Juan Rodríguez Cabrillo charted
15730-581: The most recent snow to remain on the ground was on February 5, 1976, when many residents around the city saw as much as 3 in (0.076 m) on car and roof tops. The official observation station measured only 0.5 in (0.013 m) of snow. The city is generally divided into the following areas: Central San Jose (centered on Downtown San Jose ), West San Jose , North San Jose , East San Jose , and South San Jose . Many of San Jose's districts and neighborhoods were previously unincorporated communities or separate municipalities that were later annexed by
15873-532: The name Netflix and that its streaming and DVD-rental plans would remain branded together, citing customer dissatisfaction with the split. In October 2011. Netflix and The CW signed a multi-year output deal for its television shows. On January 9, 2012, Netflix started its expansion to Europe, launching in the United Kingdom and Ireland. In February 2012, Netflix reached a multi-year agreement with The Weinstein Company . In March 2012, Netflix acquired
16016-444: The name appears in all-capital letters, when the name is used on social media sites where the diacritical mark does not render properly, and where San Jose is part of the proper name of another organization or business, such as San Jose Chamber of Commerce , that has chosen not to use the accent-marked name. San Jose, along with most of the Santa Clara Valley , has been home to the Tamien group (also spelled as Tamyen, Thamien) of
16159-430: The nation, 936% between 1976 and 2001. Efforts to increase density continued into the 1990s when an update of the 1974 urban plan kept the urban growth boundaries intact and voters rejected a ballot measure to ease development restrictions in the foothills. As of 2006, sixty percent of the housing built in San Jose since 1980 and over three-quarters of the housing built since 2000 have been multifamily structures, reflecting
16302-534: The next day. By 2005, Netflix had acquired movie rights and designed the box and service. But after witnessing how popular streaming services such as YouTube were despite the lack of high-definition content, the concept of using a hardware device was scrapped and replaced with a streaming concept. In February 2007, Netflix delivered its billionth DVD, a copy of Babel to a customer in Texas. In April 2007, Netflix recruited ReplayTV founder Anthony Wood , to build
16445-502: The next decade to create one of the largest film studios in North America. In November 2018, Paramount Pictures signed a multi-picture film deal with Netflix, making Paramount the first major film studio to sign a deal with Netflix. A sequel to AwesomenessTV 's To All the Boys I've Loved Before was released on Netflix under the title To All the Boys: P.S. I Still Love You as part of
16588-981: The one with the better performance on the Test set. On September 18, 2009, Netflix announced team "BellKor's Pragmatic Chaos" as the prize winner (a Test RMSE of 0.8567), and the prize was awarded to the team in a ceremony on September 21, 2009. "The Ensemble" team had matched BellKor's result, but since BellKor submitted their results 20 minutes earlier, the rules award the prize to BellKor. The joint-team "BellKor's Pragmatic Chaos" consisted of two Austrian researchers from Commendo Research & Consulting GmbH, Andreas Töscher and Michael Jahrer (originally team BigChaos), two researchers from AT&T Labs , Robert Bell, and Chris Volinsky, Yehuda Koren from Yahoo! (originally team BellKor) and two researchers from Pragmatic Theory, Martin Piotte and Martin Chabbert. As required, they published
16731-460: The past Nickelodeon series Invader Zim and Rocko's Modern Life ( Invader Zim: Enter the Florpus and Rocko's Modern Life: Static Cling respectively) were released by Netflix. Other new projects planned under the team-up include a music project featuring Squidward Tentacles from the animated television series SpongeBob SquarePants , and films based on The Loud House and Rise of
16874-432: The period 1900 through 1910, San Jose served as a center for pioneering invention, innovation, and impact in both lighter-than-air and heavier-than-air flight. These activities were led principally by John Montgomery and his peers. The City of San Jose has established Montgomery Park, a Monument at San Felipe and Yerba Buena Roads, and John J. Montgomery Elementary School in his honor. During this period, San Jose also became
17017-660: The platform. On August 7, 2017, Netflix acquired Millarworld , the creator-owned publishing company of comic book writer Mark Millar . The purchase marked the first corporate acquisition to have been made by Netflix. On August 14, 2017, Netflix entered into an exclusive development deal with Shonda Rhimes and her production company Shondaland . In September 2017, Netflix announced it would offer its low-broadband mobile technology to airlines to provide better in-flight Wi-Fi so that passengers can watch movies on Netflix while on planes. In September 2017, Minister of Heritage Mélanie Joly announced that Netflix had agreed to make
17160-409: The population of the pueblo had increased to 900, primarily due to American immigration. Foreign settlement in San Jose and California was rapidly changing Californian society, bringing expanding economic opportunities and foreign culture. By 1846, native Californios had long expressed their concern for the overrunning of California society by its growing and wealthy Anglo-American community. During
17303-494: The possibility of cancelling the show. Sony pushed Netflix to release Breaking Bad in time for the fourth season, which as a result, greatly expanded the show's audience on AMC due to new viewers bingeing on the Netflix past episodes, and doubling the viewership by the time of the fifth season. Breaking Bad is considered the first such show to have this "Netflix effect". In January 2011, Netflix announced agreements with several manufacturers to include branded Netflix buttons on
17446-480: The previous August. The decision was in response to a lawsuit and Federal Trade Commission privacy concerns. Although the data sets were constructed to preserve customer privacy, the Prize has been criticized by privacy advocates. In 2007 two researchers from The University of Texas at Austin ( Vitaly Shmatikov and Arvind Narayanan) were able to identify individual users by matching the data sets with film ratings on
17589-601: The pueblo, San Jose's settlement was moved approximately a mile south, centered on the Pueblo Plaza (modern-day Plaza de César Chávez ). In 1800, due to the growing population in the northern part of the Californias, Diego de Borica , Governor of the Californias, officially split the province into two parts: Alta California ( Upper California ), which would eventually become several western U.S. states , and Baja California ( Lower California ), which would eventually become two Mexican states . San Jose became part of
17732-422: The quiz set its average grade from the training data produces an RMSE of 1.0540. Cinematch uses "straightforward statistical linear models with a lot of data conditioning." Using only the training data, Cinematch scores an RMSE of 0.9514 on the quiz data, roughly a 10% improvement over the trivial algorithm. Cinematch has a similar performance on the test set, 0.9525. In order to win the grand prize of $ 1,000,000,
17875-539: The rights to The Cloverfield Paradox from Paramount Pictures for $ 50 million and launched on its service on February 4, 2018, shortly after airing its first trailer during Super Bowl LII . Analysts believed that Netflix's purchase of the film helped to make the film instantly profitable for Paramount compared to a more traditional theatrical release, while Netflix benefited from the surprise reveal. Other films acquired by Netflix include international distribution for Paramount's Annihilation and Universal's News of
18018-536: The same price. On September 11, 2011, Netflix expanded to countries in Latin America. On September 18, 2011, Netflix announced its intentions to rebrand and restructure its DVD home media rental service as an independent subsidiary called Qwikster, separating DVD rental and streaming services. On September 26, 2011, Netflix announced a content deal with DreamWorks Animation . On October 10, 2011, Netflix announced that it would retain its DVD service under
18161-603: The site for a military settlement in San Francisco, for the Royal Presidio of San Francisco , and Mission San Francisco de Asís . On his way back to Mexico from San Francisco, de Anza chose the sites in Santa Clara Valley for a civilian settlement, San Jose, on the eastern bank of the Guadalupe River , and a mission on its western bank, Mission Santa Clara de Asís . San Jose was officially founded as California's first civilian settlement on November 29, 1777, as
18304-447: The source code, of the system. (To keep their algorithm and source code secret, a team could choose not to claim a prize.) The jury also kept their predictions secret from other participants. A team could send as many attempts to predict grades as they wish. Originally submissions were limited to once a week, but the interval was quickly modified to once a day. A team's best submission so far counted as their current submission. Once one of
18447-506: The surrounding hills. The CZU lightning complex fires took almost 5 months to fully be controlled. Over 86,000 acres were burned and nearly 1500 buildings were destroyed. The snow level drops as low as 4,000 ft (1,220 m) above sea level, or lower, occasionally coating nearby Mount Hamilton and, less frequently, the Santa Cruz Mountains , with snow that normally lasts a few days. Snow will snarl traffic traveling on State Route 17 towards Santa Cruz . Snow rarely falls in San Jose;
18590-420: The teams succeeded to improve the RMSE by 10% or more, the jury would issue a last call , giving all teams 30 days to send their submissions. Only then, the team with best submission was asked for the algorithm description, source code, and non-exclusive license, and, after successful verification; declared a grand prize winner. The contest would last until the grand prize winner was declared. Had no one received
18733-478: The technological side of San Jose's economy grew. During the 1950s and 1960s, City Manager A. P. "Dutch" Hamann led the city in a major growth campaign. The city annexed adjacent areas, such as Alviso and Cambrian Park , providing large areas for suburbs. An anti-growth reaction to the effects of rapid development emerged in the 1970s, championed by mayors Norman Mineta and Janet Gray Hayes . Despite establishing an urban growth boundary , development fees, and
18876-666: The then biggest acquisition in Silicon Valley history. Randolph had worked as a marketing director for Pure Software after Pure Atria acquired a company where Randolph worked. He was previously a co-founder of MicroWarehouse , a computer mail-order company, as well as vice president of marketing for Borland . Hastings and Randolph came up with the idea for Netflix while carpooling between their homes in Santa Cruz, California , and Pure Atria's headquarters in Sunnyvale. Patty McCord , later head of human resources at Netflix,
19019-475: The training and qualifying sets have been deliberately perturbed in one or more of the following ways: deleting ratings; inserting alternative ratings and dates; and modifying rating dates." The training set is constructed such that the average user rated over 200 movies, and the average movie was rated by over 5000 users. But there is wide variance in the data—some movies in the training set have as few as 3 ratings, while one user rated over 17,000 movies. There
19162-451: The user. Through its division Red Envelope Entertainment , Netflix licensed and distributed independent films such as Born into Brothels and Sherrybaby . In late 2006, Red Envelope Entertainment also expanded into producing original content with filmmakers such as John Waters . Netflix closed Red Envelope Entertainment in 2008. In January 2007, the company launched a streaming media service, introducing video on demand via
19305-457: The workshop all four of the top teams on the leaderboard at that time presented their techniques. The team from IBM Research—Yan Liu, Saharon Rosset, Claudia Perlich, and Zhenzhen Kou—won the third place in Task 1 and first place in Task 2. Over the second year of the competition, only three teams reached the leading position: On September 2, 2007, the competition entered the "last call" period for
19448-414: Was 109 °F (43 °C) on September 6, 2022; the lowest was 18 °F (−7.8 °C) on January 6, 1894. On average, there are 2.7 mornings annually where the temperature drops to, or below, the freezing mark; and sixteen afternoons where the high reaches or exceeds 90 °F or 32.2 °C. Diurnal temperature variation is far wider than along the coast or in San Francisco but still a shadow of what
19591-464: Was 12.38 in (314.5 mm) in January 1911. The maximum 24-hour rainfall was 3.60 in (91.4 mm) on January 30, 1968. On August 16, 2020, one of the most widespread and strong thunderstorm events in recent Bay Area history occurred as an unstable humid air mass moved up from the south and triggered multiple dry thunderstorms which caused many fires to be ignited by 300+ lightning strikes in
19734-646: Was also destroyed. The period during World War II was tumultuous; Japanese Americans primarily from Japantown were sent to internment camps , including the future mayor Norman Mineta . Following the Los Angeles zoot suit riots , anti-Mexican violence took place during the summer of 1943. In 1940, the Census Bureau reported San Jose's population as 98% white. As World War II started, the city's economy shifted from agriculture (the Del Monte cannery
19877-494: Was also in the carpool group. Randolph admired Amazon and wanted to find a large category of portable items to sell over the Internet using a similar model. Hastings and Randolph considered and rejected selling and renting VHS as too expensive to stock and too delicate to ship. When they heard about DVDs, first introduced in the United States in early 1997, they tested the concept of selling or renting DVDs by mail, by mailing
20020-736: Was declared the winner of the $ 50,000 Progress Prize with an RMSE of 0.8712 (8.43% improvement). The team consisted of three researchers from AT&T Labs , Yehuda Koren, Robert Bell, and Chris Volinsky. As required, they published a description of their algorithm. The 2008 Progress Prize was awarded to the team BellKor. Their submission combined with a different team, BigChaos achieved an RMSE of 0.8616 with 207 predictor sets. The joint-team consisted of two researchers from Commendo Research & Consulting GmbH, Andreas Töscher and Michael Jahrer (originally team BigChaos) and three researchers from AT&T Labs , Yehuda Koren, Robert Bell, and Chris Volinsky (originally team BellKor). As required, they published
20163-401: Was released by Netflix on February 1, 2013, marketed as the first "Netflix Original" production. Later that month, Netflix announced an agreement with DreamWorks Animation to commission children's television series based on its properties, beginning with Turbo: F.A.S.T. , a spin-off of its film Turbo . Orange is the New Black would premiere in July 2013; Netflix stated that Orange is
20306-464: Was some controversy as to the choice of RMSE as the defining metric. It has been claimed that even as small an improvement as 1% RMSE results in a significant difference in the ranking of the "top-10" most recommended movies for a user. Prizes were based on improvement over Netflix's own algorithm, called Cinematch , or the previous year's score if a team has made improvement beyond a certain threshold. A trivial algorithm that predicts for each movie in
20449-606: Was the largest employer and closed in 1999 ) to industrial manufacturing with the contracting of the Food Machinery Corporation (later known as FMC Corporation ) by the United States War Department to build 1,000 Landing Vehicle Tracked . After World War II, FMC (later United Defense , and currently BAE Systems ) continued as a defense contractor , with the San Jose facilities designing and manufacturing military platforms such as
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