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Nettoyage des données, un travail ingrat mais vital en datascience

Nettoyage des données, un travail ingrat mais vital en datascience
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Aaron Zhu , Paul Buchillet , Leigh Dodds , Harvard Business School , Data Institute , Harvard Business , Apache Hadoop , Jeans Paul Buchillet , ஆரோன் ஜு , லே டாட்ஸ் , ஹார்வர்ட் வணிக பள்ளி , தகவல்கள் நிறுவனம் , ஹார்வர்ட் வணிக , அப்பாச்சி ஹடூப் ,

Data science is a lot of drudgery, and that's good


Data science is a lot of drudgery, and that’s good
Data science is a lot of drudgery, and that’s good
Quality data science outputs depend on quality inputs. Data cleansing and preparing may not be exciting work, but it’s critical.
Credit: Dreamstime
Data scientist may be one of the sexiest jobs of our century, as Harvard Business Review opines, but it sure does involve a lot of unsexy, manual labour.
Data scientist? More like data janitor.
Not that there’s anything wrong with that. In fact, there’s much that is
right with it. For years we’ve oversold the glamorous side of data science (build models that cure cancer!) while overlooking the simple reality that much of data science is cleaning and preparing data, and this aspect of data science is fundamental to doing data science well. ....

Aaron Zhu , Tim Stobierski , Leigh Dodds , Harvard Business School Online , Data Institute , Harvard Business Review , Data Science , Open Data Institute , Harvard Business School , Apache Hadoop , ஆரோன் ஜு , லே டாட்ஸ் , ஹார்வர்ட் வணிக பள்ளி நிகழ்நிலை , தகவல்கள் நிறுவனம் , ஹார்வர்ட் வணிக விமர்சனம் , தகவல்கள் அறிவியல் , திறந்த தகவல்கள் நிறுவனம் , ஹார்வர்ட் வணிக பள்ளி , அப்பாச்சி ஹடூப் ,