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...Maulana abul kalam azad university of technology wb formerly west bengal syllabus for b sc in data science effective academic session th semester bscda advanced programming python objectives to enable the students learn how analyze using multi dimensional arrays numpy manipulate dataframes pandas use scipy library mathematical routines units course content basic fundamental working with importing dataset domain package exporting insight from cleaning and preparing identify handle missing values formatting normalisation binning summarising frame descriptive statstics grouping anova correlation model development linear regression prediction decission making vizualization introduction matplotlib plotting charts references manuscripts book beginners intermediates by maurice j thompson machine learning john hearty taming dr jeeva jose security train organizing technical realization computers information system protection internet role intranet extranet control at level management administra...