{"id":16504,"date":"2026-03-06T13:32:50","date_gmt":"2026-03-06T11:32:50","guid":{"rendered":"https:\/\/dev.editura.ase.ro\/editura-ase\/?post_type=product&#038;p=16504"},"modified":"2026-03-06T13:36:52","modified_gmt":"2026-03-06T11:36:52","slug":"dezvoltarea-de-aplicatii-pentru-prelucrarea-si-analiza-datelor-utilizand-algoritmi-de-invatare-automata-in-python-si-sas","status":"publish","type":"product","link":"https:\/\/dev.editura.ase.ro\/editura-ase\/product\/dezvoltarea-de-aplicatii-pentru-prelucrarea-si-analiza-datelor-utilizand-algoritmi-de-invatare-automata-in-python-si-sas\/","title":{"rendered":"Dezvoltarea de aplica\u021bii pentru prelucrarea \u0219i analiza datelor utiliz\u00e2nd algoritmi de \u00eenv\u0103\u021bare automat\u0103 \u00een Python \u0219i SAS"},"content":{"rendered":"<p>Av\u00e2nd ca obiectiv opera\u021bionalizarea analizei tradi\u021bionale, manualul ofer\u0103 instrumentele necesare pentru ca exper\u021bii \u00een date s\u0103 poat\u0103 gestiona \u00eentregul ciclu de via\u021b\u0103 al unui proiect, de la prelucrarea statistic\u0103 riguroas\u0103, specific\u0103 analizei de date, p\u00e2n\u0103 la implementarea unor solu\u021bii software interactive, dinamice \u0219i scalabile, specifice ingineriei datelor.<\/p>\n<p>Con\u021binutul c\u0103r\u021bii se adreseaz\u0103 \u00een special studen\u021bilor din anii terminali de licen\u021b\u0103, oferindu-le instrumentele necesare pentru a trece de la teorie la practic\u0103 (deployment). Premisa central\u0103 a c\u0103r\u021bii este aceea c\u0103 cititorul st\u0103p\u00e2ne\u0219te deja fundamentele matematice \u0219i statistice ale algoritmilor de analiz\u0103 a datelor.<\/p>\n<p>Structura c\u0103r\u021bii se bazeaz\u0103 pe doi piloni fundamentali ai analizei de date moderne: ecosistemul Python \u0219i ecosistemul SAS. Abordarea celor dou\u0103 direc\u021bii are ca scop reflectarea realit\u0103\u021bii hibride \u00eent\u00e2lnit\u0103 \u00een marile corpora\u021bii \u0219i institu\u021bii. Pentru a excela \u00een \u0219tiin\u021ba datelor este important\u0103 capacitatea de a selecta instrumentul optim pentru fiecare etap\u0103 a proiectului de analiz\u0103. Astfel, familiarizarea cu ambele paradigme ofer\u0103 libertatea de a exploata at\u00e2t flexibilitatea bibliotecilor Python pentru dezvoltarea de aplica\u021bii, c\u00e2t \u0219i rigoarea, securitatea \u0219i capacitatea de procesare masiv\u0103\/ni\u0219at\u0103 specifice mediului SAS.<\/p>\n<p>De\u0219i tehnologiile prezentate vizeaz\u0103 dou\u0103 tehnologii distincte, ideea de baz\u0103 a acestei c\u0103r\u021bi este capacitatea de a construi sisteme decizionale integrate. Indiferent dac\u0103 se utilizeaz\u0103 ecosistemul Python pentru dezvoltarea de aplica\u021bii web modulare \u0219i implementarea metodelor XAI sau se utilizeaz\u0103 programarea SAS pentru realizarea unor analize predictive robuste, extinz\u00e2nd ulterior capacit\u0103\u021bile prin SAS Viya pentru vizualizare scalabil\u0103 \u0219i procesare distribuit\u0103, obiectivul r\u0103m\u00e2ne acela\u0219i: extragerea informa\u021biei utile din date prin intermediul unor interfe\u021be accesibile \u0219i a unor fluxuri de lucru transparente.<\/p>\n<p>Cartea este conceput\u0103 ca un instrument de studiu practic. Fiecare capitol se \u00eencheie cu o bibliografie selectat\u0103 de autori \u0219i cu exerci\u021bii recapitulative menite s\u0103 testeze cuno\u0219tin\u021bele \u0219i s\u0103 stimuleze g\u00e2ndirea analitic\u0103 a studen\u021bilor. Accentul este pus pe aplicabilitatea limbajelor Python \u0219i SAS, prin \u00eentreb\u0103ri recapitulative \u0219i exerci\u021bii practice. Dincolo de aspectele teoretice, lucrarea vizeaz\u0103 formarea capacit\u0103\u021bii de a dezvolta aplica\u021bii pentru transformarea datelor \u00een resurse decizionale utile. Eficien\u021ba procesului este sus\u021binut\u0103 de utilizarea tehnologiilor de inteligen\u021b\u0103 artificial\u0103, abordarea fiind orientat\u0103 spre ob\u021binerea de rezultate concrete \u0219i relevante \u00een contextul profesional actual.<\/p>\n<p>&nbsp;<\/p>\n<div class=\"_df_book df-lite\" id=\"df_16500\"  _slug=\"dezvoltarea-de-aplicatii-pentru-prelucrarea-si-analiza-datelor-utilizand-algoritmi-de-invatare-automata-in-python-si-sas\" data-title=\"dezvoltarea-de-aplicatii-pentru-prelucrarea-si-analiza-datelor-utilizand-algoritmi-de-invatare-automata-in-python-si-sas\" wpoptions=\"true\" thumbtype=\"\" ><\/div><script class=\"df-shortcode-script\" nowprocket type=\"application\/javascript\">window.option_df_16500 = {\"outline\":[],\"autoEnableOutline\":\"false\",\"autoEnableThumbnail\":\"false\",\"overwritePDFOutline\":\"false\",\"direction\":\"1\",\"pageSize\":\"0\",\"source\":\"https:\\\/\\\/dev.editura.ase.ro\\\/editura-ase\\\/wp-content\\\/uploads\\\/2026\\\/03\\\/2025-OPREA-SA-Dezv-apl-date-inv-autom-CUPRINS.pdf\",\"wpOptions\":\"true\"}; if(window.DFLIP && window.DFLIP.parseBooks){window.DFLIP.parseBooks();}<\/script>\n","protected":false},"excerpt":{"rendered":"<p>Av\u00e2nd ca obiectiv opera\u021bionalizarea analizei tradi\u021bionale, manualul ofer\u0103 instrumentele necesare pentru ca exper\u021bii \u00een date s\u0103 poat\u0103 gestiona \u00eentregul ciclu de via\u021b\u0103 al unui proiect, de la prelucrarea statistic\u0103 riguroas\u0103, specific\u0103 analizei de date, p\u00e2n\u0103 la implementarea unor solu\u021bii software interactive, dinamice \u0219i scalabile, specifice ingineriei datelor.<\/p>\n","protected":false},"featured_media":0,"comment_status":"open","ping_status":"closed","template":"","meta":[],"product_brand":[],"product_cat":[296],"product_tag":[],"class_list":["post-16504","product","type-product","status-publish","product_cat-informatica-economica","pa_anul-aparitiei-11751","pa_book-author-anca-ioana-andreescu-adela-bara-gabriela-dobrita-andreea-mihaela-niculae-alin-gabriel-vaduva","pa_coordonator-simona-vasilica-oprea","first","instock","shipping-taxable","purchasable","product-type-variable"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v18.6 - 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