Industrial Talk “Preparing Data for Action”
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Centre for Mathematical Sciences (CMS) UMP has organised an Industrial Talk MSc (Industrial Mathematics) on 15th July 2023 entitled “Preparing Data for Action” via Microsoft Team platform.
The sharing session was delivered by Dr. Nurul Farahain binti Mohammad from the STMicroelectronics SDN. BHD., Muar Johor. She works as a data scientist and has a certification in Dataiku Core Designer, Fusionex Data Science Analyst, Fusionex Data Engineering and AI-900: Microsoft Azure AI.
The sharing session starts with the data acquisition. She presented the data acquisition strategy by explaining the types of data sources and common data files type. The session continued with the sharing in data pre-processing. The speaker explained how to handle the missing values data and the existence of outliers. The last part of the industrial talk was the data integration by three approaches which were merging, joining and concatenating. In addition, she explained the steps in unifying data sources.
This talk benefits students in collecting and preparing the data before starting research and continue with the analysis.
Prepared by: Dr. Nor Hafizah binti Moslim