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Sayniska xogta

Waanu ka shaqaynaa sayniska xogta waxaanan ku bixinaa waqti iyo lacag cilmi baaris iyo horumarin sayniska xogta.
Waxaan nahay shirkad ku takhasustay qaabeynta iyo hirgelinta xalal cusub oo ku saabsan dhinacyada Adeegyada Dijital iyo Teknolojiyada.
Waxaan la shaqaynaa sayniska xogta.
Naqshadeynta, hirgelinta, dayactirka, u oggolow annaga macaamiisha si loo gaaro yoolalka loo dejiyay sayniska xogta.
Waxaan ku dayaneynaa shirkadaada hadba baahidaada waxaana kugula soconaa 360 darajo.
In Wakaaladda Websaydhka waxaanu ka dhignaa hab-socodka ganacsigaaga kuwo u dhashay sayniska xogta.
Wakaaladda Websaydhka wuxuu bixiyaa la-talin sayniska xogta.
Wakaaladda Websaydhka ku takhasusay sayniska xogta.
Wakaaladda Websaydhka wuxuu leeyahay khibrad wax soo saarka farsamada sayniska xogta ed Wakaaladda Websaydhka khibrad u leeyahay aqoonta geedi socodka sayniska xogta.
Wakaaladda Websaydhka leeyahay xirfado farsamo sayniska xogta dhaqankana u gudbiya xog weyn iyo in ka sii badan waxay u gudbisaa waayo-aragnimada sayniska xogta.
Wakaaladda Websaydhka, ayaa ka shaqeeya Suuqa Talyaani, bixinta adeegyada sayniska xogta meelaha soo socda:

Abruzzo : Aquila , Chieti , Pescara , Teramo

Basilicata : Matera , xoog

Calabria : Catanzaro , Cosenza , Crotone , Reggio Calabria , Vibo Valentia

Campania : Avellino , Benevento , Caserta , Naples , Salerno

Emilia Romagna : Bologna , Ferrara , Forlì , Cesena , Modena , Parma , Piacenza, Ravenna , Reggio Emilia , Rimini

Friuli Venezia Giulia : GORIZIA , Pordenone , Trieste , Udine

Lazio : Frosinone , Latina , Rieti , Roma , Viterbo

Liguria : Genoa , Imperia , Xawaash Savona

Lombardy : Bergamo , Brescia , Como , jeelka , Lecco , Mantova , Milan , Pavia , Sondrio , Varese

Maarso : Ancona , Ascoli piceno , Macerata , waan miisaamaa , Urbino

Molise : Campobasso , Isernia

Piedmont : Alessandria , Asti , Biella, Cuneo , Novara , Turin , Vercelli

Puglia : Bari , Brindisi , Foggia, Lecce , Taranto

Sardegna : Cagliari , Kaarboonka , Kaniisadaha , Nuuro , Ogliastra, Olbia , Macbudka , Oristano , Sassari

Sicilia : Agrigento , Caltanissetta , Catania , Enna , Messina , Palermo , Ragusa , Syracuse , Trapani , Marsala , Mazara del Vallo , Pantelleria

Tuscany : Arezzo , Florence , Grosseto , Livorno , Lucca , Massa Carrara , Pisa , Pistoia , Prato , Siena

Trentino Alto Adige : Bolzano , Trento

Umbria : Perugia , Turin

Valle d'Aosta : Ciyaayrahan

Veneto : Belluno , Padua , Rovigo , Treviso , Venice , Verona , Vicenza

Svizzera: Lugano, Kanton ee Ticino, Bellinzona, Locarno, mendrisio, buuq.

Taariikhda sayniska xogta waa dhawaan, laakiin si degdeg ah ayuu uga horumaray culuumtii hore u jirtay. Halkan waxaa ah dulmar taariikhi ah oo leh heerar muhiim ah:

Xididdada iyo fikradaha muhiimka ah:

  • Tirakoobka La sayniska xogta waxay ka soo jiidataa aasaaskeeda tirakoobka. Hababka sida falanqaynta dib u noqoshada, aragtida ixtimaalka, iyo imtixaanada tirakoobka ayaa noqday aasaaska muhiimka ah.
  • Xog-ogaal Tignoolajiyada macluumaadka ayaa bixisay agabka habaynta iyo maaraynta dati. Luuqadaha barnaamijka, algorithms, iyo qaab-dhismeedka dati waxay lagama maarmaan u yihiin horumarinta moodooyinka iyo falanqaynta goobta sayniska xogta.

Tallaabooyinka ugu horreeya (horraantii 900-yadii):

  • 1962: John Tukey, oo ku jira "Falanqaynta Xogta Mustaqbalka", wuxuu qeexayaa aragti halka tirakoobyada iyo kombiyuutarada ay ka wada shaqeeyaan si ay u falanqeeyaan dati.
  • 70-kii: Siidaynta SAS iyo SPSS, agabka aasaasiga ah ee falanqaynta tirakoobka, ilaa maanta loo isticmaalo ujeedooyinka sayniska xogta.

Dhalashada ereyada (dhamaadkii 900-meeyadii - horraantii 2000-meeyadii):

  • Sagaashamaadkii: Erayga "macdanta xogta" ayaa bilaabaya inuu noqdo mid baahsan, isaga oo tixraacaya soo saarista aqoonta laga helay kaydka xogta waaweyn.
  • 1997: CF Jeff Wu ayaa soo jeediyay "sayniska xogta” oo ah cinwaan kale oo tirokoob si loo xoojiyo dhinaceeda edbinta badan.
  • 2001: William. S. Cleveland wuxuu qeexayaa kartida qeexaysa aagga sayniska xogtaqaabaynta, hababka, aragtida, sayniska kombiyuutarka, barbaarinta.
  • 2009: DJ Patil iyo Jeff Hammerbacher, ka dibna siday u kala horreeyaan LinkedIn e Facebook, caan bixi ereyga "Cilmi-baaristaha".

La Sayniska Warbixinta noqday edbinta lafteeda (2010-meeyadii - Maanta):

  • 2010: Imaanshaha xog weyn waxay bixisaa caqabado iyo fursado aan horay loo arag. Aaladaha sida Hadoop iyo Spark ayaa soo baxaya si ay iyaga u qabtaan.
  • Balaadhinta: Jaamacadaha iyo shirkaduhu waxay bilaabaan masters iyo koorsooyin u go'an sayniska xogta, kaas oo noqda socdaal waxbarasho laftiisa.
  • Barashada Mashiinka iyo AI: Farsamooyinka barashada mashiinka e sirdoonka macmal (sida barashada qoto dheer) waxay noqotaa qayb muhiim ah sayniska xogta, Oggolaanshaha falanqaynta saadaalinta iyo abuurista nidaamyo toos ah oo toos ah.
  • Sayniska Warbixinta Maanta: Maanta sayniska xogta Waa maadooyin kala duwan oo si joogto ah u kobcaya, oo leh codsiyada ganacsiga, sayniska, akadeemiyadda, iyo kuwa kale oo badan.

Caqabadaha mustaqbalka:

  • Anshaxa iyo asturnaanta: Isticmaalka mas'uulka ah dati waxay keenaysaa caqabado waaweyn oo xagga anshaxa iyo asturnaanta ah.
  • Farqiga u dhexeeya aqoonta farsamada iyo codsiga: Isku-dubbaridka farqiga u dhexeeya aragtida iyo ku-dhaqanka ee xalalka la taaban karo iyo kuwa qiimaha leh ee xogtu horseedday waa lama huraan.
  • Fasiraadda: Ka soo saarista aqoonta la tarjumi karo ee moodooyinka ayaa weli ah caqabad muhim ah si loo helo macluumaad lagu kalsoonaan karo dati.
  • Miisaanka: Habaynta iyo maaraynta xog-ururinta waaweyn ee sii kordheysa waxay u baahan doontaa qalab cusub oo wax qabad sare leh.

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Kaliya ma ahan kuwa inoogu dhow kuwa na doorta.

Wakaaladda Websaydhka ka shaqeeya Suuqa Talyaani meelaha soo socda:

Abruzzo : Aquila, Chieti, Pescara, Teramo

Basilicata : Matera, xoog

Calabria : Catanzaro, Cosenza, Crotone, Reggio Calabria, Vibo Valentia

Campania : Avellino, Benevento, Caserta, Naples, Salerno

Emilia Romagna : Bologna, Ferrara, Forlì, Cesena, Modena, Parma, Piacenza, Ravenna, Reggio Emilia, Rimini

Friuli Venezia Giulia : GORIZIA, Pordenone, Trieste, Udine

Lazio : Frosinone, Latina, Rieti, Roma, Viterbo

Liguria : Genoa, Imperia, Xawaash, Savona

Lombardy : Bergamo, Brescia, Como, jeelka, Lecco, Mantova, Milan, Pavia, Sondrio, Varese

Maarso : Ancona, Ascoli piceno, Macerata, waan miisaamaa, Urbino

Molise : Campobasso, Isernia

Piedmont : Alessandria, Asti, Biella, Cuneo, Novara, Turin, Vercelli

Puglia : Bari, Brindisi, Foggia, Lecce, Taranto

Sardegna : Cagliari, Kaarboonka, Kaniisadaha, Nuuro, Ogliastra, Olbia, Macbudka, Oristano, Sassari

Sicilia : Agrigento, Caltanissetta, Catania, Enna, Messina, Palermo, Ragusa, Syracuse, Trapani, Marsala, Mazara del Vallo, Pantelleria

Tuscany : Arezzo, Florence, Grosseto, Livorno, Lucca, Massa Carrara, Pisa, Pistoia, Prato, Siena

Trentino Alto Adige : Bolzano, Trento

Umbria : Perugia, Turin

Valle d'Aosta : Ciyaayrahan

Veneto : Belluno, Padua, Rovigo, Treviso, Venice, Verona, Vicenza

Svizzera: Lugano, Kanton Ticino, Bellinzona, Locarno, mendrisio, buuq.

Wakaaladda Websaydhka ka shaqeeya meelaha hawlgalka ee soo socda ee suuqa caalamiga ah:
Magaalada New York, Los Angeles, Chicago, Houston, Philadelphia, Phoenix, San Antonio, San Diego, Dallas, San Jose, Indianapolis, San Francisco, Detroit, ElPaso, Seattle, Boston, Washington, Sacramento, Atlanta, Raleigh, Magaalada New York, Los Angeles, Chicago, Houston, Philadelphia, Phoenix, San Antonio, San Diego, Dallas, San Jose, Indianapolis, San Francisco, Detroit, ElPaso, Seattle, Boston, Washington, Sacramento, Atlanta, Raleigh;

Kanada: Toronto, Montreal, Calgary, Ottawa, Edomonton, missauga, Winnipeg, Vancouver;

Boqortooyada Ingiriiska : Londra, Glasgow, Sheffield, Liverpool, Manchester, Bristol, Leeds, Birmingham;

Europa: Londra, Berlin, Madrid, Roma, Paris, Bucarest, Vienna, Hamburg, Budapest, Warsaw, Barcelona, Monaco, Milan, Sofia, Prague, Brussels, Birmingham, Colonia, Naples, Stockholm, Turin, Marseille, Amsterdam, Zagreb, Valencia, Moscow, Dusseldorf;
Magaalooyinka waaweyn ee adduunka: Tokyo, Shanghai, Jakarta, Delhi, Seoul, Istanbul, Karachi, Tokyo, Kanton, Mumbai, Moscow, St. Paul, Lahore, Delhi, Jakarta, Kinshasa, oo keliya, Mexico City, Londra, New York, Bangalore, Ho Chi Minh, Lima, Hanoi, Bogota, Tehran, Hong Kong, Bangkok, Dhaka, Qaahira, Rio de Janeiro, Caracas, Baghdad, St. Petersburg, Riad, Calcutta, Singapore, Santiago, Sydney, Sawir, Chennai, Melbourne, Yangon, Alexandria ee Masar, Shenyang, Hyderabad, Los Angeles, Axmedabad, Ankara, Johannesburg, Wuhan, Yokohama, Abidjan, Busan, Cape Town, Durban, gelin, Jeddah, Berlin, Casablanca, Pyongyang, Kanpur, Madrid, Jaipur, Nairobi, Faisalabad, Ürümqi, Brasilia, Salvador, Buenos Aires, Roma, Chicago, Fortaleza, Chittagong, Belo Horizonte, Toronto; Boqortooyada Ingiriiska : Aberdeen, Basingstoke, Bath, Belfast, Birmingham, Brighton, Bristol, Bromley, Cambridge, Cardiff, Edinburgh, Exeter, Gateshead, Glasgow, Grays, Greenhithe, Kingston on Thames, Leeds, Leicester, Liverpool, London, Manchester, Milton Keynes, Newcastle upon Tyne, Norwich, Taribo, Reading, Sheffield, Solihull, Southampton, Watford; Territoriga Magaalo-madaxda Australia: Canberra, Koonfurta Australia, Rundle Place, New South Wales Boondi, Broadway, Guryaha Daarta, Charlestown, Chatswood - Chase, Horsby, Miranda, Penrith, Sydney, Queensland:
Brisbane , Carindale, Chermside, Robina, Victoria, Jaadstone, Southland, Doncaster, Iridda Isha; Austria: Vienna, Belgium: Brussels, Baraasiil:Barra da Tijuca, São Paulo, Kanada: Alberta (Kanada), Calgary, Edmonton, British Columbia (Kanada) Gubasho,Coquitlam, Richmond, Surrey, Vancouver, Manitoba (Kanada), Winnipeg, Nova Scotia (Kanada), Halifax, Ontario (Kanada),
Burlington, London, kaslena, Mississauga, Newmarket, Ottawa, Toronto, Waterloo, Quebec (Kanada),
brossard, Laval, Montreal, Pointe Claire, Quebec City; Imaaraadka Carabta: Abu Dhabi, Dubai; Francia : Aix-en-Provence, Bordeaux, Dijon, Le Chesnays, Meel quduus ah, Lille, Lyon, Marne-la-Vallee, Marseilles, Montpellier, Nice, Paris, Puteaux: la Difaaca, Rosny-Sous-Bois, Saint Herblain, Strasbourg, Velizy-Villacoublay; Germania : Augsburg, Berlin, Cologne, Dresden, Dusseldorf, Frankfurt, Hamburg, Hanover, Munich, Oberhausen, Sindelfingen, Sulzbach; Spagna : Socodka Encomienda, arroyomolinos, Barcelona, Churra, Leganés, Mayahonda, Ku waasi, Valencia, Zaragoza, Svezia: Helsingborg, Malmö, Taby; Svizzera Basel, Geneva, Glattzentrum waa Wallisellen, Zurich.
Wakaaladda Websaydhka wuxuu ka shaqeeyaa Mareykanka Mareykanka.
Wakaaladda Websaydhka ka shaqeeya Kanada.
Wakaaladda Websaydhka shaqayn Europa; Albania: Tirana; Germania: Berlin; Andorra: Andorra la Vella; Austria: Vienna; Belgium: Brussels; Belarus: Minsk; Bosnia Herzegovina: Sarajevo; Bulgaria: Sofia; Croatia: Zagreb; Denmark: Kobanheegan; Slovakia: Bratislava; Slovenia: Ljubljana; Spagna: Madrid; Estonia: Tallinn; Finlandia: Helsinki; Francia: Paris; Greece: Athens; Hungary: Budapest; fekradeed: Dublin; Iceland: Reykjavik;
Latvia: Riga; Liechtenstein: Vaduz; Lithuania: Vilnius; Luxembourg: Luxembourg; Malta: Valetta; moldova: Chisinau; Monaco: Monaco; Montenegro: Podgorica; Norwey: Oslo; Holland: Amsterdam; Poland: Warsaw; Portugal: Lisbon; Boqortooyada Ingiriiska: Londra; Czech Republic: Prague; Jamhuuriyadda Macedonia: Skopje; Romania: Bucarest; San Marino: San Marino; Serbia: Belgrade; Svezia: Stockholm; Svizzera: Lugano, Kanton ee Ticino, Bellinzona, Locarno, mendrisio, buuq, Bern; Ukraine: Kiev; Wakaaladda Websaydhka wuxuu ka shaqeeyaa Aasiya, Afgaanistaan: Kabul;
Sacuudi Carabiya : Riyadh; Armenia: Yerevan; Azerbaijan: Baku; Baxreyn: Manama; Bangaladesh: Dhaka; Bhutan: Thimphu; Burma: Naypyidaw; Brunei: Bandar Seri Begawan; Kamboodiya: Phnom Penh; Shiinaha: Beijing; Kuuriyada waqooyi : Pyongyang; Kuuriyada Koofureed: oo keliya; Imaaraadka Carabta: Abu Dhabi; Filibiin: Manila; Georgia: Tifsi; Jabbaan: Tokyo; Urdun: Amman; Hindiya: New Delhi; Indonesia: Jakarta; Iiraan: Tehran; Ciraaq: Baghdad; Israa'iil: Yeruusaalem; Kazakhstan: Astana; Kyrgyzstan: Bishkek; Kuweyt: Madiinat al-Kuwait; Laos: Vientiane; Lubnaan: Beirut; Maldives: lab; Malaysia: Kuala Lumpur; Mongolia: Ulan Bator; Nepal: Kathmandu; Cumaan: Mascate; Baakistaan: Islamabad; Falastiin: Bariga Qudus; Qatar: Doha; Singapore : Singapore; Siiriya: Dimishaq; Sirilaanka : Sri Jayawardenapura Kotte; Tajikistan: Dushanbe; Taiwan: Taipei; Thailand: Bangkok; Turkiga: Ankara; Turkmenistan: Ashgabat; Uzbekistan: Tashkent; Fiyatnaam: Hanoi; Yemen: Sana; Wakaaladda Websaydhka wuxuu ka shaqeeyaa Afrika, Algeria: Algiers; Angola: Luanda; Benin: Benin; Botswana: Gaborone; Burkina Faso: Ouagadougou; Burundi: Bujumbura; Cameroon: Yaounde; Cape Verde: Praia; Jaad: N'Djamena; Comoros: Moroni; Ivory Coast: Yamoussoukro; Masar: Qaahira; Eritrea: Asmara; Itoobiya: Addis Ababa; Gabon: Libreville; Gambiya: Banjul; Gaana: Accra; Jabuuti: Jabuuti; Gini: Conakry; Gini-Bissau: Bissau; Equatorial Guinea: Malabo; Kenya: Nairobi; Lesotho: Maseru; Laybeeriya: Monrovia; Liibiya: Tripoli; Madagaskar: Antananarivo; Malawi: Lilongwe; Maali: Bamako; Mauritania: Mauritania; Mauritius: Port Louis; Marooko: Rabat; Mozambique: Maputo; Naamibiya: Namibia; Niger: Niamey; Nigeria: Abuja; Jamhuuriyadda Afrikada Dhexe: Bangui; Jamhuuriyadda Congo: Brazzaville; Jamhuuriyadda Dimuqraadiga Congo: Kinshasa; Ruwanda Kigali; Sao Tome iyo PrincipeDobra's Sao Tome iyo Principe; Senegal: Dakar; Seychelles: Victoria; Siiraaliyoon: Freetown; Soomaaliya: Muqdisho; Koonfur Afrika: Pretoria, Cape Town, Bloemfontein; Suudaan: Khartoum; Koonfurta Suudaan: Juba; Swaziland: Mbabane, lobamba; Tansaaniya: Dodoma; Togo: Lome; Tuniisiya: Tunis; Ugaandha: Kampala; Zambia: Lusaka; Zimbabwe: Harare; Wakaaladda Websaydhka wuxuu ka shaqeeyaa Koonfurta Ameerika, Argentina: Buenos Aires; Bolivia: Sucre; Brazil: Brasilia; Chile: Santiago de Chile; Kolombiya: Bogota; Ecuador: Quito; Guyana: Georgetown; Paraguay: Asunción; Peru: Lima; Suriname: Paramaribo; Uruguay: Montevideo; Venezuela: Caracas; Wakaaladda Websaydhka wuxuu ka shaqeeyaa Bartamaha Ameerika, Belize: Belmopan, Boqortooyada Barwaaqo Sooranka; Costa Rica: San José; Isaga Salvador : San Salvador; Guatemala: Magaalada Guatemala; Honduras: Tegucigalpa; Nicaragua: Managua; Panama: Panama; Cuba: Havana; Dominica: Roseau; Haiti: Port-au-Prince; Jamhuuriyadda Dominikan: Santo Domingo; Trinidad iyo Tobago: Port of Spain; Antigua iyo Barbuda: Saint John's; Bahamas: Nassau; Barbados: Bridgetown; Jamaica: Kingston; Grenada: Saint George's; Saint Kitts iyo Nevis: Basseterre;
Saint Lucia: Castries; Saint Vincent iyo Grenadines: Kingstown; Wakaaladda Websaydhka wuxuu ka shaqeeyaa Oceania, Australia: Canberra, Boondi, Broadway, Castle Hill, Charlestown, Chatswood, Horsby, Miranda, Penrith, Sydney, Brisbane City, Carindale, Chermside, Adelaide, Jaadstone, Cheltenham, Doncaster, Iridda Isha, Maribyrnong, Booragoon, Perth; New Zeland: Wellington; Papua New Guinea: Port Moresby; Fiji: Suva; Jasiiradaha Solomon: Honiara; Vanuatu: Port Vila; Micronesia: Palikir; Kiribati: Koonfurta Tarawa; Jasiiradaha Marshall: Majuro; Palau: Neerulmud; Nauru: Yaren; Samoa: Apia; Tonga: Nuku'alofa; Tuvalu: Funafuti.
Wakaaladda Websaydhka u shaqeeya sida wakaaladda webka e wakaaladda suuq geynta e wakaaladda webka, si loo abuuro websaydhyada ed e-commerce, oo waliba bixiya adeegyadii meelaynta websaydhyada e meelaynta e-commerce. Mid baan nahay wakaaladda webka iyo mid wakaaladda suuq geynta, waxaan kuu qeexeynaa adiga Wakaaladda Websaydhka adeegyadayada loogu talagalay macaamiisha dhamaadka, waxaan u shaqaynaa sidii Guriga Software , Shirkadda Software , Shirkadda horumarinta software, wakaaladda webka, wakaaladda suuq geynta e wakaaladda webka e Wakaaladda Xiriirka.

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