02302ntm a2200301 i 4500003000800000005001700008006001900025007000300044008004100047020003300088040002700121100004700148245007700195264003600272264001200308300004600320336002100366337002500387338002300412347002400435500003700459502010200496504004000598520123400638610005201872650004501924650003101969MY-KuUP20251125111036.0t|||||r|||| 000 0 ta250429t20232023MY a|||fr|||| 000 0 eng d  aTHE0010013 (Local)qHardback  aUMPSAbengcUMPSAerda0 aNik Nurul Syuhada Binti Mohd Ali,eauthor.10aFuture workforce demand and analysis /cNik Nurul Syuhada Binti Mohd Ali 1aKuantan, Pahang :bUMPSA,c2023 4c© 2023  axi, 53 pages :billustrations ;e1 CD-ROM  2rdacontentatext  2rdamediaaunmediated  2rdacarrieravolume  2rdaatext filebPDF  aCentre for Mathematical Sciences  aBachelor of Applied Science in Data Analytics with Honours -- Universiti Malaysia Pahang – 2023  aIncludes bibliographical references3 aThe workforce planning model is intended to provide simple and practical guidance on  how to organise the workforce so that personnel and skills are matched with an  organization's present and future strategic business objectives. Employers may bridge  talent shortages and identify individuals who can succeed with the right professional  development by using workforce planning analysis to help them build the appropriate  training and employee development programmes. Therefore, it is vital to select the  appropriate model as it resembles with the features of the workforce planning model. This  study assesses the forecasting performance of workforce skills using the logistic  regression model. The proposed logistic regression model has been applied to the data of  workforce skill demand from year 2018 to 2022. This study employed data visualization  for skills prediction on the most common data skills labour needed for the industry. In  this study, the correlation of data science skills is presented that we believe can support  the industry standardization for every coursework. Monthly income was found to have  the highest score, indicating that it has the most significant impact on increasing  workforce demand.20aCentre for Mathematical SciencesxDissertations 0aUniversities and collegesxDissertations 0aFinal Year ProjectxThesis