Frequently Asked Questions
Data analytics is the process of analyzing and interpreting large and complex data sets to derive meaningful insights and information. It leverages statistical and computational techniques to identify patterns, correlations, and trends in the data.
Data analytics is important because it helps businesses make informed decisions, gain a competitive edge, improve efficiency, personalize customer experiences, and stay agile in an ever-changing business environment.
Data mining is the process of discovering patterns, correlations, and insights from large datasets using statistical and machine learning techniques. It involves identifying hidden relationships and patterns in data that may not be immediately apparent.
Uchambuzi wa data ni mchakato wa kuchambua na kutafsiri seti kubwa na ngumu za data ili kupata ufahamu na habari zenye maana. Inatumia mbinu za takwimu na za hesabu ili kutambua mifumo, uhusiano, na mwenendo katika data. Uchambuzi wa data ni muhimu kwa sababu husaidia biashara kufanya maamuzi ya habari, kupata faida ya ushindani, kuboresha ufanisi, kubinafsisha uzoefu wa wateja, na kubaki agile katika mazingira ya biashara yanayobadilika kila wakati. Uchimbaji wa data ni mchakato wa kugundua mifumo, uhusiano, na ufahamu kutoka kwa seti kubwa za data kwa kutumia mbinu za takwimu na kujifunza mashine. Inahusisha kutambua mahusiano yaliyofichwa na mifumo katika data ambayo inaweza kuwa si dhahiri mara moja.