Articles liés à Data Science from Scratch: First Principles with Python
Synopsis
To really learn data science, you should not only master the tools--data science libraries, frameworks, modules, and toolkits--but also understand the ideas and principles underlying them. Updated for Python 3.6, this second edition of Data Science from Scratch shows you how these tools and algorithms work by implementing them from scratch.
If you have an aptitude for mathematics and some programming skills, author Joel Grus will help you get comfortable with the math and statistics at the core of data science, and with the hacking skills you need to get started as a data scientist. Packed with new material on deep learning, statistics, and natural language processing, this updated book shows you how to find the gems in today's messy glut of data.
- Get a crash course in Python
- Learn the basics of linear algebra, statistics, and probability--and how and when they're used in data science
- Collect, explore, clean, munge, and manipulate data
- Dive into the fundamentals of machine learning
- Implement models such as k-nearest neighbors, Naïve Bayes, linear and logistic regression, decision trees, neural networks, and clustering
- Explore recommender systems, natural language processing, network analysis, MapReduce, and databases
Les informations fournies dans la section « Synopsis » peuvent faire référence à une autre édition de ce titre.
À propos de l?auteur
Joel Grus is a research engineer at the Allen Institute for Artificial Intelligence. Previously he worked as a software engineer at Google and a data scientist at several startups. He lives in Seattle, where he regularly attends data science happy hours. He blogs infrequently at joelgrus.com and tweets all day long at @joelgrus.
Les informations fournies dans la section « A propos du livre » peuvent faire référence à une autre édition de ce titre.
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Data Science from Scratch: First Principles with Python
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Data Science from Scratch: First Principles with Python
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ISBN 13 : 9781492041139
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Data Science from Scratch: First Principles with Python
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ISBN 13 : 9781492041139
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paperback. Etat : VERY GOOD. 2nd Edition. O'Reilly Media, 2019 (Second Edition). Clean, unmarked interior. Softcover, clean & bright, light edge, corner, shelf wear. No rips, chips, stains or tears. B&W Photos / Illustrations. Binding solid, square. Ships quickly and with care. Data Science from Scratch: First Principles with Python by Joel Grus offers a practical introduction to data science, teaching readers how to implement tools and algorithms from scratch using Python 3.6, with insights into deep learning, statistics, natural language processing, and machine learning models. N° de réf. du vendeur 0VGdmp022825K3
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