yiziphi izinsika ezinhlanu zokufuduka noma zokwenziwa kwesimanje kusuka endaweni yokugcina idatha yakudala kuya endlini yasolwandle yanamuhla?
1. Izinkomo Ukwakhiwa/ingqalasizinda: Sungula ukusetshenziswa ukuhlela nokwenza uhlelo lokuphepha nokuqondisa Uhlaka. 2. Izingelosi Ukufuduka kwedatha: Ukwakheka kwedatha yebalazwe nokuhlelwa, gcwalisa umthwalo wesikhathi esisodwa, futhi uqedele indlela yomthwalo owengeziwe. 3.ETL kanye namapayipi: Ukuguqulwa kwedatha ikhodi yomgudu, ukuhlela, nemisebenzi kulesi sigaba. Isivinini ukuguqulwa kwakho ngokusebenzisa amathuluzi okuzenzekelayo nokuqhathanisa imiphumela yakho ngemininingwane yasendaweni kanye nemiphumela elindelekile. 4. Izidakamizwa Ukuhlaziya: Imibiko yokulinganisa kabusha kanye nokuhlaziya kwebhizinisi ukuhlaziywa kanye nemiphumela yebhizinisi. Ukubika izingqimba ze-semantic futhi i-online analytics processing (OLAP) cubes kufanele futhi Ukuqondisa kabusha i-lakehouse nge-Open Database Connectivity (ODBC) kanye ne-Java Database Connectivity (JDBC). 5. Izingelosi Isayensi yedatha/ukufunda ngomshini (ML): Sungula ukuxhumana amathuluzi e-ML namaqembu esayensi yedatha.