{"id":9297,"date":"2021-08-05T09:49:58","date_gmt":"2021-08-05T06:49:58","guid":{"rendered":"https:\/\/atostek.com\/?page_id=9297"},"modified":"2023-02-14T09:33:43","modified_gmt":"2023-02-14T07:33:43","slug":"tekoaly-koneoppiminen-datatiede-big-data","status":"publish","type":"page","link":"https:\/\/atostek.com\/palvelut\/tekoaly-koneoppiminen-datatiede-big-data\/","title":{"rendered":"Teko\u00e4ly ja koneoppiminen, datatiede ja big data"},"content":{"rendered":"
[vc_row full_width=”stretch_row” min_height=”305px” css=”.vc_custom_1628657623756{background-image: url(https:\/\/atostek.com\/wp-content\/uploads\/2021\/08\/julkkari_1500px_cropped.jpg?id=9534) !important;background-position: center !important;background-repeat: no-repeat !important;background-size: cover !important;}”][vc_column][\/vc_column][\/vc_row][vc_row css=”.vc_custom_1479553166822{margin-top: 105px !important;}”][vc_column css=”.vc_custom_1479553360477{margin-bottom: 5px !important;}”][vc_column_text]\n

PALVELUT<\/p>\n[\/vc_column_text][\/vc_column][\/vc_row][vc_row][vc_column][vc_column_text]\n

Teko\u00e4ly ja koneoppiminen, datatiede ja big data <\/strong><\/h1>\n

Parannamme liiketoimintasi tuloksia huomisp\u00e4iv\u00e4n menetelmill\u00e4 jo t\u00e4n\u00e4\u00e4n! Me tunnemme teko\u00e4lyn, koneoppimisen, datatieteen ja big datan sovellukset.<\/strong> N\u00e4m\u00e4 sovellukset ovat viime vuosina mahdollistaneet huimia edistysaskelia tietotekniikan alalla. <\/strong><\/p>\n

Teko\u00e4ly\u00e4, koneoppimista, datatiedett\u00e4 ja big dataa soveltamalla voidaan tuottaa tehokkaasti merkitt\u00e4v\u00e4\u00e4 asiakas- ja liiketoiminta-arvoa. Toisaalta niiden soveltamisessa on helppo tehd\u00e4 hukkainvestointeja, jolloin my\u00f6s tavoitteet ep\u00e4onnistuvat. Siksi onkin t\u00e4rke\u00e4\u00e4, ett\u00e4 valitset kehitt\u00e4miseen kumppanin, joka pystyy ennakoimaan tulokset ja kustannukset realistisesti.[\/vc_column_text][\/vc_column][\/vc_row][vc_row full_width=”stretch_row” parallax=”content-moving” wpex_bg_overlay=”color” css=”.vc_custom_1628146029142{padding-top: 15px !important;padding-bottom: 0px !important;background-color: #eeeeee !important;background-position: center;background-repeat: no-repeat;background-size: cover !important;}” wpex_bg_overlay_color=”#ffffff” wpex_bg_overlay_opacity=”0.5″][vc_column][vc_column_text]\n

Asiakasreferenssej\u00e4mme teko\u00e4lyst\u00e4, koneoppimisesta ja datatieteest\u00e4<\/h2>\n

ABB<\/strong>, Atostek ja Telia<\/strong> kehittiv\u00e4t yhdess\u00e4 ensimm\u00e4isen teollisen 5G-teko\u00e4lysovelluksen<\/a> taajuusmuuttajien kokoonpanossa avustamaan.<\/p>\n

Atostek on toimittanut Destialle <\/strong>koneoppivia ohjelmistoja mm. tiettyjen kohteiden tunnistamiseen ja luokitteluun tieymp\u00e4rist\u00f6ss\u00e4.<\/p>\n

Lassila & Tikanojalle <\/strong>Atostek toteutti data-analytiikkaprojektin, jonka avulla kyettiin merkitt\u00e4v\u00e4sti tehostamaan j\u00e4tteenker\u00e4yst\u00e4.[\/vc_column_text][\/vc_column][\/vc_row][vc_row full_width=”stretch_row” parallax=”content-moving” wpex_bg_overlay=”color” wpex_bg_overlay_color=”#ffffff” wpex_bg_overlay_opacity=”0,5″][vc_column][vc_column_text css=”.vc_custom_1628657724117{padding-top: 15px !important;}”]\n

Teko\u00e4lyn tutkimushankkeet Atostekissa<\/h2>\n

Atostek on investoinut teko\u00e4lyn ja sen alalajien osaamiseen osittain julkisrahoitteisten tutkimushankkeiden kautta. Kansainv\u00e4lisess\u00e4 ITEA3 Oxilate-hankkeessa <\/strong><\/a>kehitet\u00e4\u00e4n tulevaisuuden koneoppivia j\u00e4rjestelmi\u00e4 teollisuusymp\u00e4rist\u00f6\u00f6n.<\/p>\n

Business Finlandin<\/strong> rahoittamassa Atostekin Jasmine<\/strong>-projektissa taas haetaan teko\u00e4lypohjaisia ratkaisuja laajojen terveysdata-aineistojen hy\u00f6dynt\u00e4miseen terveydenhuollossa. Tarkoituksena on pysty\u00e4 tulevaisuudessa kehitt\u00e4m\u00e4\u00e4n uudenlaisia l\u00e4\u00e4kinn\u00e4llisiksi laitteiksi luokiteltuja ohjelmistoja esimerkiksi Findatan hallinnoiman kansallisen terveys- ja sosiaalitiedon toisiok\u00e4yt\u00f6n tietovarannon avulla.[\/vc_column_text][\/vc_column][\/vc_row][vc_row full_width=”stretch_row” css=”.vc_custom_1628678370751{padding-bottom: 35px !important;}”][vc_column][vc_column_text]\n

Teko\u00e4ly<\/h2>\n

Teko\u00e4ly on laajasti m\u00e4\u00e4ritelty tietojenk\u00e4sittelytieteen ala. Se kattaa kaikki pyrkimykset saada tietokoneet ja ohjelmistot toimimaan ik\u00e4\u00e4n kuin ne olisivat \u00e4lykk\u00e4it\u00e4.[\/vc_column_text][vc_column_text css=”.vc_custom_1628678146772{margin-top: 30px !important;margin-right: 30px !important;margin-left: 30px !important;border-top-width: 2px !important;border-right-width: 2px !important;border-bottom-width: 2px !important;border-left-width: 2px !important;padding-top: 20px !important;padding-right: 20px !important;padding-bottom: 20px !important;padding-left: 20px !important;border-left-color: #84bd00 !important;border-left-style: solid !important;border-right-color: #84bd00 !important;border-right-style: solid !important;border-top-color: #84bd00 !important;border-top-style: solid !important;border-bottom-color: #84bd00 !important;border-bottom-style: solid !important;}”]Definition of\u00a0<\/strong>artificial intelligence<\/em><\/strong><\/p>\n

1<\/strong>:\u00a0<\/strong>a branch of computer science dealing with the simulation of intelligent behavior in computers<\/p>\n

2<\/strong>:\u00a0<\/strong>the capability of a machine to imitate intelligent human behavior[\/vc_column_text][\/vc_column][\/vc_row][vc_row full_width=”stretch_row” parallax=”content-moving” min_height=”250px” css=”.vc_custom_1628678211115{background-image: url(https:\/\/atostek.com\/wp-content\/uploads\/2021\/08\/ai_1500px.jpg?id=9538) !important;}”][vc_column][\/vc_column][\/vc_row][vc_row full_width=”stretch_row” css=”.vc_custom_1628678378025{padding-top: 35px !important;padding-bottom: 0px !important;}”][vc_column][vc_column_text]\n

Koneoppiminen<\/h2>\n

Koneoppiminen on teko\u00e4lyn alak\u00e4site. Siin\u00e4 \u00e4lyk\u00e4s k\u00e4ytt\u00e4ytyminen pyrit\u00e4\u00e4n saamaan aikaan oppimisen avulla \u2013 joko opettamalla algoritmi etuk\u00e4teen opetusaineistoilla, tai tekem\u00e4ll\u00e4 algoritmista jatkuvasti k\u00e4yt\u00f6ss\u00e4 lis\u00e4\u00e4 oppiva, tai yhdist\u00e4m\u00e4ll\u00e4 molemmat tavat. Koneoppiminen on nyky\u00e4\u00e4n k\u00e4yt\u00e4nn\u00f6ss\u00e4 sovelletuista teko\u00e4lyn alalajeista yleisin, ja voi perustua esimerkiksi neuroverkkoihin.[\/vc_column_text][vc_column_text css=”.vc_custom_1628154816602{margin-top: 30px !important;margin-right: 30px !important;margin-left: 30px !important;border-top-width: 2px !important;border-right-width: 2px !important;border-bottom-width: 2px !important;border-left-width: 2px !important;padding-top: 20px !important;padding-right: 20px !important;padding-bottom: 20px !important;padding-left: 20px !important;border-left-color: #84bd00 !important;border-left-style: solid !important;border-right-color: #84bd00 !important;border-right-style: solid !important;border-top-color: #84bd00 !important;border-top-style: solid !important;border-bottom-color: #84bd00 !important;border-bottom-style: solid !important;}”]Definition of\u00a0<\/strong>machine learning<\/em><\/strong><\/p>\n

2<\/strong>:\u00a0<\/strong>the branch of computer science dealing with the creation and use of computer software that employs machine learning. An entire subspecialty known as machine learning<\/em> is devoted to building algorithms that allow computers to develop new behaviors based on experience. \u2013 Adam Piore (Merriam-Webster<\/a>)[\/vc_column_text][\/vc_column][\/vc_row][vc_row full_width=”stretch_row” css=”.vc_custom_1625230591558{padding-top: 5px !important;padding-bottom: 0px !important;}”][vc_column][vc_column_text]\n

Datatiede ja big data<\/h2>\n

Datatiede (data science) <\/em>ja big data ovat l\u00e4heisesti toisiinsa sek\u00e4 koneoppimiseen ja teko\u00e4lyyn liittyvi\u00e4 k\u00e4sitteit\u00e4. Erityisesti koneoppivien algoritmien opettamiseen tarvitaan dataa \u2013 opetusaineistoa \u2013 ja siksi datan k\u00e4sittely, olennaisen tiedon erottaminen ja kaikki muu sellainen muodostavat oman tutkimusalueensa. Kun dataa on niin paljon, etteiv\u00e4t tavanomaiset tietokantaratkaisut en\u00e4\u00e4 riit\u00e4, puhutaan big datasta.<\/em>[\/vc_column_text][vc_column_text css=”.vc_custom_1628159052003{margin-top: 30px !important;margin-right: 30px !important;margin-bottom: 15px !important;margin-left: 30px !important;border-top-width: 2px !important;border-right-width: 2px !important;border-bottom-width: 2px !important;border-left-width: 2px !important;padding-top: 20px !important;padding-right: 20px !important;padding-bottom: 20px !important;padding-left: 20px !important;border-left-color: #84bd00 !important;border-left-style: solid !important;border-right-color: #84bd00 !important;border-right-style: solid !important;border-top-color: #84bd00 !important;border-top-style: solid !important;border-bottom-color: #84bd00 !important;border-bottom-style: solid !important;}”]Data science<\/strong> is an interdisciplinary field that uses scientific methods, processes, algorithms and systems to extract knowledge and insights from structured and unstructured data, and apply knowledge and actionable insights from data across a broad range of application domains. Data science is related to data mining, machine learning and big data. (Wikipedia<\/a>)<\/p>\n

Definition of\u00a0<\/strong>big data<\/em><\/strong>:\u00a0<\/strong>an accumulation of data that is too large and complex for processing by traditional database management tools. (Merriam-Webster<\/a>)[\/vc_column_text][\/vc_column][\/vc_row][vc_row full_width=”stretch_row” css=”.vc_custom_1585071088935{background-color: #84bd00 !important;}” min_height=”305px”][vc_column el_class=”ctablock”][vc_column_text css=”.vc_custom_1625231278956{margin-top: 65px !important;}”]\n

Haluatko kuulla lis\u00e4\u00e4? Ota yhteytt\u00e4!<\/h2>\n[\/vc_column_text][vc_raw_html css=”.vc_custom_1483352483435{margin-top: 30px !important;}”]JTNDYSUyMGhyZWYlM0QlMjIlMkZ5cml0eXMlMkYlMjN5aHRleXMlMjIlMjBjbGFzcyUzRCUyMm5hcHBpJTIwa3V2YW5hcHBpMiUyMiUzRU9UQSUyMFlIVEVZVFQlQzMlODQlM0MlMkZhJTNF[\/vc_raw_html][\/vc_column][\/vc_row]\n<\/section>","protected":false},"excerpt":{"rendered":"

[vc_row full_width=”stretch_row” min_height=”305px” css=”.vc_custom_1628657623756{background-image: url(https:\/\/atostek.com\/wp-content\/uploads\/2021\/08\/julkkari_1500px_cropped.jpg?id=9534) !important;background-position: center !important;background-repeat: no-repeat !important;background-size: cover !important;}”][vc_column][\/vc_column][\/vc_row][vc_row css=”.vc_custom_1479553166822{margin-top: 105px !important;}”][vc_column css=”.vc_custom_1479553360477{margin-bottom: 5px !important;}”][vc_column_text] PALVELUT [\/vc_column_text][\/vc_column][\/vc_row][vc_row][vc_column][vc_column_text] Teko\u00e4ly ja koneoppiminen, datatiede ja big data Parannamme liiketoimintasi tuloksia huomisp\u00e4iv\u00e4n menetelmill\u00e4 jo t\u00e4n\u00e4\u00e4n! Me tunnemme teko\u00e4lyn, koneoppimisen, datatieteen ja big datan sovellukset. N\u00e4m\u00e4 sovellukset ovat viime vuosina mahdollistaneet huimia edistysaskelia tietotekniikan alalla. Teko\u00e4ly\u00e4, koneoppimista,…<\/p>\n","protected":false},"author":30,"featured_media":0,"parent":6364,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"inline_featured_image":false},"_links":{"self":[{"href":"https:\/\/atostek.com\/wp-json\/wp\/v2\/pages\/9297"}],"collection":[{"href":"https:\/\/atostek.com\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/atostek.com\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/atostek.com\/wp-json\/wp\/v2\/users\/30"}],"replies":[{"embeddable":true,"href":"https:\/\/atostek.com\/wp-json\/wp\/v2\/comments?post=9297"}],"version-history":[{"count":1,"href":"https:\/\/atostek.com\/wp-json\/wp\/v2\/pages\/9297\/revisions"}],"predecessor-version":[{"id":12965,"href":"https:\/\/atostek.com\/wp-json\/wp\/v2\/pages\/9297\/revisions\/12965"}],"up":[{"embeddable":true,"href":"https:\/\/atostek.com\/wp-json\/wp\/v2\/pages\/6364"}],"wp:attachment":[{"href":"https:\/\/atostek.com\/wp-json\/wp\/v2\/media?parent=9297"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}

1<\/strong>:\u00a0<\/strong>the process by which a computer is able to improve its own performance (as in analyzing image files) by continuously incorporating new data into an existing statistical model. The company is curating the overall topics manually, but Twitter will be relying on machine learning<\/em> to intelligently populate the topics themselves so that the tweets can stay up to date. \u2013 Lucas Matney (Merriam-Webster<\/a>)<\/p>\n