Transcription of Applied Data Science
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Applied Data Science
Applied data ScienceIan LangmoreDaniel Krasner2 ContentsI programming Prerequisites11 History and Culture .. The Shell .. Streams .. streams .. Text .. Philosophy .. a nutshell .. nuts and bolts .. End Notes .. 112 Version Control with Background .. What is Git .. Setting Up .. Online Materials .. Basic Git Concepts .. Common Git Workflows .. Move from Working to Remote .. changes in your working copy .. changes .. conflicts .. 183 Building a data Cleaning Pipeline with Simple Shell Scripts .. Template for a Python CLI Utility .. 21iiiCONTENTSII The Classic Regression Models234 Notation for Structured data .
What is data science? With the major technological advances of the last two decades, coupled in part with the internet explosion, a new breed of analysist has emerged. The exact role, background, and skill-set, of a data ... and clean programming, database interaction and understand of architecture have all become the minimum to
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