{"id":5648,"date":"2022-05-16T13:55:36","date_gmt":"2022-05-16T11:55:36","guid":{"rendered":"https:\/\/dev.editura.ase.ro\/editura-ase\/?post_type=product&#038;p=5648"},"modified":"2022-06-14T10:50:09","modified_gmt":"2022-06-14T08:50:09","slug":"machine-learning-deep-learning-deep-neural-network-in-mediul-r-teorie-si-aplicatii","status":"publish","type":"product","link":"https:\/\/dev.editura.ase.ro\/editura-ase\/product\/machine-learning-deep-learning-deep-neural-network-in-mediul-r-teorie-si-aplicatii\/","title":{"rendered":"Machine Learning, Deep Learning, Deep Neural Network \u00een mediul R. Teorie \u015fi aplica\u0163ii"},"content":{"rendered":"<p>Prin <strong>inteligen\u0163\u0103 artificial\u0103<\/strong> (AI-Artificial Intelicence) se \u00een\u021belege orice tehnic\u0103 care permite calculatoarelor s\u0103 imite comportamentul uman, inclusiv \u00eenv\u0103\u0163area ma\u015finii, procesarea limbajului natural (NLP), sinteza limbajului, \u201eviziunea\u201d computerului (programarea computerului pentru a \u201evedea\u201d), robotica, analiza senzorilor, optimizarea \u015fi simularea.<\/p>\n<p>\u00cen acest context, Machine Learning (ML \u2013 <strong>\u00eenv\u0103\u0163area automat\u0103<\/strong>) constituie un subset de tehnici de AI care permite sistemelor informatice s\u0103 \u201e\u00eenve\u0163e\u201d din experien\u0163a anterioar\u0103 (adic\u0103 din observa\u0163iile de date), ceea ce are ca efect \u00eembun\u0103t\u0103\u0163irea opera\u0163iunilor pentru o anumit\u0103 sarcin\u0103. Tehnicile ML includ Support Vector Machines (SVM), arbori de decizie, \u00eenv\u0103\u0163are Bayes, k-means clustering, reguli de asociere, regresie, re\u0163ele neuronale \u015fi multe altele.<\/p>\n<p>Lucrarea este conceput\u0103 pentru a veni \u00een sprijinul tuturor celor care doresc s\u0103 cunoasc\u0103 aspecte mai mult sau mai pu\u0163in analitice referitoare la \u00eenv\u0103\u0163area automat\u0103 \u015fi \u00eenv\u0103\u0163area profund\u0103, \u00een contextul re\u0163elelor neuronale profunde, din perspectiva aplic\u0103rii re\u0163elelor neuronale.<\/p>\n<p>Parcurg\u00e2nd con\u0163inutul acestei lucr\u0103ri, studen\u0163ii vor putea duce cu succes la cap\u0103t examenele bazate pe elementele specifice prezentate, tinerii doctoranzi vor g\u0103si suficiente elemente utile \u00een preg\u0103tirea unor teze con\u0163in\u00e2nd aspecte de noutate maxim\u0103, iar to\u0163i ceilal\u0163i interesa\u0163i de acest subiect vor g\u0103si suficiente informa\u0163ii care s\u0103 ating\u0103 latura intelectual\u0103 a fiec\u0103ruia.<\/p>\n<p>\u00cen consecin\u0163\u0103, <em>Machine Learning, Deep Learning, Deep Neural Network \u00een mediul R. Teorie \u015fi aplica\u0163ii <\/em>este recomandat\u0103 at\u00e2t studen\u0163ilor care au \u00een planul de \u00eenv\u0103\u0163\u0103m\u00e2nt discipline av\u00e2nd cuvinte-cheie din titlul acestei lucr\u0103ri, c\u00e2t \u015fi cercet\u0103torilor \u015fi celor interesa\u0163i de aspecte c\u00e2t mai variate legate de acest domeniu.<\/p>\n<p>Pentru cei interesa\u0163i de cunoa\u015fterea \u015fi a altor laturi ale Machine Learning, Deep Learning, Deep Neural Network, utilizarea mediului R, bibliografia prezentat\u0103 constituie un bun ghid \u00een acest sens.<\/p>\n<p>&nbsp;<\/p>\n<div class=\"_df_book df-lite\" id=\"df_5649\"  _slug=\"machine-learning-deep-learning-deep-neural-network-in-mediul-r-teorie-si-aplicatii\" data-title=\"machine-learning-deep-learning-deep-neural-network-in-mediul-r-teorie-si-aplicatii\" wpoptions=\"true\" thumbtype=\"\" ><\/div><script class=\"df-shortcode-script\" nowprocket type=\"application\/javascript\">window.option_df_5649 = {\"outline\":[],\"autoEnableOutline\":\"false\",\"autoEnableThumbnail\":\"false\",\"overwritePDFOutline\":\"false\",\"direction\":\"1\",\"pageSize\":\"0\",\"soundEnable\":\"false\",\"source\":\"https:\\\/\\\/dev.editura.ase.ro\\\/editura-ase\\\/wp-content\\\/uploads\\\/2022\\\/05\\\/2020-STANCU-Machine_learning_cuprins.pdf\",\"wpOptions\":\"true\"}; if(window.DFLIP && window.DFLIP.parseBooks){window.DFLIP.parseBooks();}<\/script>\n","protected":false},"excerpt":{"rendered":"<p>Prin <strong>inteligen\u0163\u0103 artificial\u0103<\/strong> (AI-Artificial Intelicence) se \u00een\u021belege orice tehnic\u0103 care permite calculatoarelor s\u0103 imite comportamentul uman, inclusiv \u00eenv\u0103\u0163area ma\u015finii, procesarea limbajului natural (NLP), sinteza limbajului, \u201eviziunea\u201d computerului (programarea computerului pentru a\u201evedea\u201d), robotica, analiza senzorilor, optimizarea \u015fi simularea.<br \/>\n\u00cen acest context, Machine Learning (ML \u2013<strong> \u00eenv\u0103\u0163area automat\u0103<\/strong>) constituie un subset de tehnici de AI care permite sistemelor informatice s\u0103 \u201e\u00eenve\u0163e\u201d din experien\u0163a anterioar\u0103 (adic\u0103 din observa\u0163iile de date), av\u00e2nd ca efect \u00eembun\u0103t\u0103\u0163irea opera\u0163iunilor pentru o anumit\u0103 sarcin\u0103. Tehnicile ML includ Support Vector Machines (SVM), arbori de decizie, \u00eenv\u0103\u0163are Bayes, k-means clustering, reguli de asociere, regresie, re\u0163ele neuronale \u015fi multe altele.<\/p>\n<p>&nbsp;<\/p>\n","protected":false},"featured_media":0,"comment_status":"open","ping_status":"closed","template":"","meta":[],"product_brand":[],"product_cat":[896],"product_tag":[],"class_list":["post-5648","product","type-product","status-publish","product_cat-cibernetica-economica","pa_anul-aparitiei-215","pa_book-author-stelian-stancu","first","instock","shipping-taxable","purchasable","product-type-variable"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v18.6 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Machine Learning, Deep Learning, Deep Neural Network \u00een mediul R. Teorie \u015fi aplica\u0163ii - Editura ASE<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/dev.editura.ase.ro\/editura-ase\/product\/machine-learning-deep-learning-deep-neural-network-in-mediul-r-teorie-si-aplicatii\/\" \/>\n<meta property=\"og:locale\" content=\"ro_RO\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Machine Learning, Deep Learning, Deep Neural Network \u00een mediul R. Teorie \u015fi aplica\u0163ii - Editura ASE\" \/>\n<meta property=\"og:description\" content=\"Prin inteligen\u0163\u0103 artificial\u0103 (AI-Artificial Intelicence) se \u00een\u021belege orice tehnic\u0103 care permite calculatoarelor s\u0103 imite comportamentul uman, inclusiv \u00eenv\u0103\u0163area ma\u015finii, procesarea limbajului natural (NLP), sinteza limbajului, \u201eviziunea\u201d computerului (programarea computerului pentru a\u201evedea\u201d), robotica, analiza senzorilor, optimizarea \u015fi simularea. \u00cen acest context, Machine Learning (ML \u2013 \u00eenv\u0103\u0163area automat\u0103) constituie un subset de tehnici de AI care permite sistemelor informatice s\u0103 \u201e\u00eenve\u0163e\u201d din experien\u0163a anterioar\u0103 (adic\u0103 din observa\u0163iile de date), av\u00e2nd ca efect \u00eembun\u0103t\u0103\u0163irea opera\u0163iunilor pentru o anumit\u0103 sarcin\u0103. 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