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...Data wrangling with python v semester cse ds course code category hours week credits maximum marks acdc core l t p c cia see total contact classes tutorial practical nil prerequisites programming i overview is the process of cleaning and unifying messy complex sets for easy access analysis this describes importing from csv pdf files clean up tasks such as elimination bad duplicates outliers conditioning steps normalization standardization also discusses exploration correlations associations providing statistical summaries given several visualizations plots charts maps tables are discussed finally principles web scraping crawlers spiders presented knowledge skills gained in full fledged ii objectives students will try to learn concept importance using formatting techniques iii working excel non relational database not supported by sql iv application suitable mining applications outcomes after successful completion should be able co outline remember basics necessary implementing summeriz...