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Data Science Bookcamp

Name: Data Science Bookcamp
Brand: Manning Publications
SKU: 33451382
Price: 69.19 EUR
Availability: InStock
Author: Apeltsin
ISBN: 9781617296253

Apeltsin

Leonard

Idioma

Inglés

Libro Tapa blanda

Código Libristo: 33451382

Editores Manning Publications, noviembre 2021

Learn data science with Python by building five real-world projects! In Data Science Bookcamp y... Descripción completa

Código Libristo: 33451382

169 b

69.19 €

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Learn data science with Python by building five real-world projects! In Data Science Bookcamp you’ll test and build your knowledge of Python and learn to handle the kind of open-ended problems that professional data scientists work on daily. Downloadable data sets and thoroughly-explained solutions help you lock in what you’ve learned, building your confidence and making you ready for an exciting new data science career.

about the technology

In real-world practice, data scientists create innovative solutions to novel open ended problems. Easy to learn and use, the Python language has become the de facto language for data science amongst researchers, developers, and business users. But knowing a few basic algorithms is not enough to tackle a vague and thorny problem. It takes relentless practice at cracking difficult data tasks to achieve mastery in the field. That’s just what this book delivers.

about the book

Data Science Bookcamp is a comprehensive set of challenging projects carefully designed to grow your data science skills from novice to master. Veteran data scientist Leonard Apeltsin sets five increasingly difficult exercises that test your abilities against the kind of problems you’d encounter in the real world. As you solve each challenge, you’ll acquire and expand the data science and Python skills you’ll use as a professional data scientist. Ranging from text processing to machine learning, each project comes complete with a unique downloadable data set and a fully-explained step-by-step solution. Because these projects come from Dr. Apeltsin’s vast experience, each solution highlights the most likely failure points along with practical advice for getting past unexpected pitfalls. When you wrap up these five awesome exercises, you’ll have a diverse relevant skill set that’s transferable to working in industry.

what''s inside

Five in-depth Python exercises with full downloadable data sets
Web scraping for text and images
Organise datasets with clustering algorithms
Visualize complex multi-variable datasets
Train a decision tree machine learning algorithm

about the reader

For readers who know the basics of Python. No prior data science or machine learning skills required.

about the author

Leonard Apeltsin is a senior data scientist and engineering lead at Primer AI, a startup that specializes in using advanced Natural Language Processing techniques to extract insight from terabytes of unstructured text data. His PhD research focused on bioinformatics that required analyzing millions of sequenced DNA patterns to uncover genetic links in deadly diseases.

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Sobre el libro

Nombre y apellidos Data Science Bookcamp

Autor Apeltsin, Leonard

Idioma

Inglés

Encuadernación Libro - Tapa blanda

Fecha de publicación 2021

Número de páginas 600

EAN 9781617296253

ISBN 1617296252

Código Libristo 33451382

Editores Manning Publications

Peso 1264

Dimensiones 235 x 188 x 44

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