Terminal State: Bad Data Handbook Review
Bad Data Handbook from O'Reilly is a collection of essays and articles by different authors having as common theme data, or "bad" data to be precise. The "badness" of the data in this case is more of a perceived quality, rather than an inherent one. Arguably, data can be surprising, unpredictable, defective or deficient but rarely thoroughly bad.The different chapters are generally well written and they can be read in any order. The book contains a wide range of interesting situations, from machine learning war stories, to data quality issues, to modelling and processing concerns. To be clear, this book is not a programming guide but it is full of practical advice and recommendations.
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