Introduction to Data Science: A Python Approach to Concepts, Techniques and Applications (Undergradu 2024 pdf epub mobi 電子書 下載


Introduction to Data Science: A Python Approach to Concepts, Techniques and Applications (Undergradu

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Introduction to Data Science: A Python Approach to Concepts, Techniques and Applications (Undergradu pdf epub mobi 著者簡介

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This accessible and classroom-tested textbook/reference presents an introduction to the fundamentals of the emerging and interdisciplinary field of data science. The coverage spans key concepts adopted from statistics and machine learning, useful techniques for graph analysis and parallel programming, and the practical application of data science for such tasks as building recommender systems or performing sentiment analysis.Topics and features:Provides numerous practical case studies using real-world data throughout the bookSupports understanding through hands-on experience of solving data science problems using PythonDescribes techniques and tools for statistical analysis, machine learning, graph analysis, and parallel programmingReviews a range of applications of data science, including recommender systems and sentiment analysis of text dataProvides supplementary code resources and data at an associated website<This practically-focused textbook provides an ideal introduction to the field for upper-tier undergraduate and beginning graduate students from computer science, mathematics, statistics, and other technical disciplines. The work is also eminently suitable for professionals on continuous education short courses, and to researchers following self-study courses. Dr. Laura Igualis an Associate Professor at theDepartament de Matemàtiques i Informàtica, Universitat de Barcelona, Spain.Dr. Santi Seguíis an Assistant Professor at the same institution.

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About the Author

Dr. Laura Igualis an Associate Professor at theDepartament de Matemàtiques i Informàtica, Universitat de Barcelona, Spain.Dr. Santi Seguíis an Assistant Professor at the same institution. The authors wish to mention that some chapters were co-written by Jordi Vitrià, Eloi Puertas, Petia Radeva, Oriol Pujol, Sergio Escalera, Francesc Dantí and Lluís Garrido.

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Introduction to Data Science: A Python Approach to Concepts, Techniques and Applications (Undergradu pdf epub mobi 圖書描述

This accessible and classroom-tested textbook/reference presents an introduction to the fundamentals of the emerging and interdisciplinary field of data science. The coverage spans key concepts adopted from statistics and machine learning, useful techniques for graph analysis and parallel programming, and the practical application of data science for such tasks as building recommender systems or performing sentiment analysis. Topics and features: provides numerous practical case studies using real-world data throughout the book; supports understanding through hands-on experience of solving data science problems using Python; describes techniques and tools for statistical analysis, machine learning, graph analysis, and parallel programming; reviews a range of applications of data science, including recommender systems and sentiment analysis of text data; provides supplementary code resources and data at an associated website.

Introduction to Data Science: A Python Approach to Concepts, Techniques and Applications (Undergradu 2024 pdf epub mobi 電子書 下載

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發表於2024-12-25

Introduction to Data Science: A Python Approach to Concepts, Techniques and Applications (Undergradu 2024 pdf epub mobi 電子書 下載

Introduction to Data Science: A Python Approach to Concepts, Techniques and Applications (Undergradu 2024 pdf epub mobi 電子書 下載

Introduction to Data Science: A Python Approach to Concepts, Techniques and Applications (Undergradu 2024 pdf epub mobi 電子書 下載



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出版者:Springer
作者:Laura Igual
出品人:
頁數:218
譯者:
出版時間:2017-3-2
價格:USD 45.97
裝幀:Paperback
isbn號碼:9783319500164
叢書系列:Undergraduate Topics in Computer Science

圖書標籤: Python  Data  數據   


Introduction to Data Science: A Python Approach to Concepts, Techniques and Applications (Undergradu 2024 pdf epub mobi 電子書 下載
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Introduction to Data Science: A Python Approach to Concepts, Techniques and Applications (Undergradu pdf epub mobi 用戶評價

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書雖然很薄,但是內容還是很豐富的,跟書中說的一樣,定位於入門書籍,數理統計的基本操作、機器學習、網絡分析、自然語言處理等都有涉及。比較簡單,代碼和主要內容地址https://github.com/DataScienceUB/introduction-datascience-python-book

評分

書雖然很薄,但是內容還是很豐富的,跟書中說的一樣,定位於入門書籍,數理統計的基本操作、機器學習、網絡分析、自然語言處理等都有涉及。比較簡單,代碼和主要內容地址https://github.com/DataScienceUB/introduction-datascience-python-book

評分

書雖然很薄,但是內容還是很豐富的,跟書中說的一樣,定位於入門書籍,數理統計的基本操作、機器學習、網絡分析、自然語言處理等都有涉及。比較簡單,代碼和主要內容地址https://github.com/DataScienceUB/introduction-datascience-python-book

評分

書雖然很薄,但是內容還是很豐富的,跟書中說的一樣,定位於入門書籍,數理統計的基本操作、機器學習、網絡分析、自然語言處理等都有涉及。比較簡單,代碼和主要內容地址https://github.com/DataScienceUB/introduction-datascience-python-book

Introduction to Data Science: A Python Approach to Concepts, Techniques and Applications (Undergradu 2024 pdf epub mobi 電子書 下載


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