Python Data Analytics
Год издания: 2015
Автор: Nelli F.
Издательство: Apress
ISBN: 978-1-4842-0958-5
Серия: The Expert's Voice in Python
Язык: Английский
Формат: PDF
Качество: Изначально компьютерное (eBook)
Интерактивное оглавление: Да
Количество страниц: 350
Описание: Python Data Analytics will help you tackle the world of data acquisition and analysis using the power of the Python language. At the heart of this book lies the coverage of pandas, an open source, BSD-licensed library providing high-performance, easy-to-use data structures and data analysis tools for the Python programming language.
Оглавление
About the Author xvii
About the Technical Reviewer xix
Acknowledgments xxi
Chapter 1: An Introduction to Data Analysis 1
Chapter 2: Introduction to the Python’s World 13
Chapter 3: The NumPy Library 35
Chapter 4: The pandas Library—An Introduction 63
Chapter 5: pandas: Reading and Writing Data 103
Chapter 6: pandas in Depth: Data Manipulation 131
Chapter 7: Data Visualization with matplotlib 167
Chapter 8: Machine Learning with scikit-learn 237
Chapter 9: An Example—Meteorological Data 265
Chapter 10: Embedding the JavaScript D3 Library in IPython Notebook 289
Chapter 11: Recognizing Handwritten Digits 311
Appendix A: Writing Mathematical Expressions with LaTeX 317
Appendix B: Open Data Sources 327
Index 331
