Mašan musnat ən hukitan təlalayat as musnat ən hukitan?
Data Engineering itaj data science daɣ data lifecycle Isalan addoben ad idwilan daɣ ihandagan ajjotnen tolas isalan win aru addoben ad aqqilan iknanen edey, ijjanen edey meɣ war n ikna edey A fal isalan win ilan almaɣna, ilzam ad ijjichan tolas amuttiyan Awen eqqal alwaq wa id data engineering tijja fal dumu Data engineering ehay tamatikwayt n afanaz n isalan wi war n ikna, ijjuch n isalan s sistem chund data lake, amutti n isalan i derhan n alxidmat tolas daɣ samando eway id tabel Awen eqqal as isim net ELT (Extract-Load-Transform) ETL (Extract-Transform-Load) eqal deɣqanen adoben agudiyan adigriwan agud wad haratan aqalan adizgaran dat edag wan asiwid. Data Science and Analytics eqqal titbaqqet tilat daɣ data lifecycle Alwaq wa id isalan azilzam nen i derhan n alxidmat ikfan, data scientist tan axdaman isalan win i axadam n dumu tan n teɣare n maršin i ad aj in dumu wa oɣadan hullan Isalan win illanen i data scientists daɣ dumu n tabel tan Imusanən ən isalan intanedǎɣ amitkalan isalan win ye ijji ən umaɣ iyan ad iji ən tabaraten. Daɣ titbaqqet, data lifecycle ad eqqil šund awen: Isalan wi war n ikna id izjar nen daɣ ihishkan izlaynen -> Data Engineering -> Data Science and Analytics