https://community.qlik.com/t5/Data-Quality/Determining-Data-Quality-Rules-from-the-Data-Data-Profiling/m-p/2196712#M138 Hi, <BR />Can we use machine learning techniques (using algorithms) to check following data metrics with TalenD? I am trying to avoid use of business rules to do these activities. Assumption here is, we have clean data set for training model. <BR />[list=1] <BR /> <LI>Identify complete records and compute the "Data completeness" metric.</LI> <BR /> <LI>Identify accurate fields across records and compute the "Data Accuracy" metric.</LI> <BR /> <LI>Identify consistency of of data and compute the "Data Consistency" metric.</LI> <BR /> <BR />Please reach out to me on mandarkardile@gmail.com if you need more information on my query. <BR /> <BR />Regards, <BR />Mandar Sat, 16 Nov 2024 10:09:04 GMT Anonymous 2024-11-16T10:09:04Z https://community.qlik.com/t5/Data-Quality/Determining-Data-Quality-Rules-from-the-Data-Data-Profiling/m-p/2196712#M138 Hi, <BR />Can we use machine learning techniques (using algorithms) to check following data metrics with TalenD? I am trying to avoid use of business rules to do these activities. Assumption here is, we have clean data set for training model. <BR />[list=1] <BR /> <LI>Identify complete records and compute the "Data completeness" metric.</LI> <BR /> <LI>Identify accurate fields across records and compute the "Data Accuracy" metric.</LI> <BR /> <LI>Identify consistency of of data and compute the "Data Consistency" metric.</LI> <BR /> <BR />Please reach out to me on mandarkardile@gmail.com if you need more information on my query. <BR /> <BR />Regards, <BR />Mandar Sat, 16 Nov 2024 10:09:04 GMT https://community.qlik.com/t5/Data-Quality/Determining-Data-Quality-Rules-from-the-Data-Data-Profiling/m-p/2196712#M138 Anonymous 2024-11-16T10:09:04Z https://community.qlik.com/t5/Data-Quality/Determining-Data-Quality-Rules-from-the-Data-Data-Profiling/m-p/2196713#M139 Hi,<BR />From your description, it seems that you are looking for DQ component&nbsp;<A href="https://help.talend.com/search/all?query=tMatchGroup" target="_blank" rel="nofollow noopener noreferrer">TalendHelpCenter:tMatchGroup</A>.<BR />Could you please take a look at the related scenario in component reference to see if it is what you are looking for?<BR />Best regards<BR />Sabrina Thu, 19 Jan 2017 02:11:24 GMT https://community.qlik.com/t5/Data-Quality/Determining-Data-Quality-Rules-from-the-Data-Data-Profiling/m-p/2196713#M139 Anonymous 2017-01-19T02:11:24Z