Python for Data Analysis
  • Author : Wes McKinney
  • Release Date : 25 September 2017
  • Publisher : "O'Reilly Media, Inc."
  • Genre : Computers
  • Pages : 676
  • ISBN 13 : 9781491957615
Ratings: 5
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Python for Data Analysis Book Summary

Get complete instructions for manipulating, processing, cleaning, and crunching datasets in Python. Updated for Python 3.6, the second edition of this hands-on guide is packed with practical case studies that show you how to solve a broad set of data analysis problems effectively. You’ll learn the latest versions of pandas, NumPy, IPython, and Jupyter in the process. Written by Wes McKinney, the creator of the Python pandas project, this book is a practical, modern introduction to data science tools in Python. It’s ideal for analysts new to Python and for Python programmers new to data science and scientific computing. Data files and related material are available on GitHub. Use the IPython shell and Jupyter notebook for exploratory computing Learn basic and advanced features in NumPy (Numerical Python) Get started with data analysis tools in the pandas library Use flexible tools to load, clean, transform, merge, and reshape data Create informative visualizations with matplotlib Apply the pandas groupby facility to slice, dice, and summarize datasets Analyze and manipulate regular and irregular time series data Learn how to solve real-world data analysis problems with thorough, detailed examples

Python for Data Analysis

Python for Data Analysis

Author : Wes McKinney
Publisher : "O'Reilly Media, Inc."
Genre : Computers
Total View : 8940 Views
File Size : 50,9 Mb
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Get complete instructions for manipulating, processing, cleaning, and crunching datasets in Python. Updated for Python 3.6, the second edition of this hands-on guide is packed with practical case studies that show you how to solve a broad set of data analysis problems effectively. You’ll learn the latest versions of pandas, ...

Python for Data Analysis

Python for Data Analysis

Author : Wes McKinney
Publisher : "O'Reilly Media, Inc."
Genre : Computers
Total View : 5064 Views
File Size : 54,9 Mb
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Get complete instructions for manipulating, processing, cleaning, and crunching datasets in Python. Updated for Python 3.6, the second edition of this hands-on guide is packed with practical case studies that show you how to solve a broad set of data analysis problems effectively. You’ll learn the latest versions of pandas, ...

Python Data Analytics

Python Data Analytics

Author : Fabio Nelli
Publisher : Apress
Genre : Computers
Total View : 6381 Views
File Size : 44,8 Mb
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Explore the latest Python tools and techniques to help you tackle the world of data acquisition and analysis. You'll review scientific computing with NumPy, visualization with matplotlib, and machine learning with scikit-learn. This revision is fully updated with new content on social media data analysis, image analysis with OpenCV, and ...

Python Data Science Handbook

Python Data Science Handbook

Author : Jake VanderPlas
Publisher : "O'Reilly Media, Inc."
Genre : Computers
Total View : 603 Views
File Size : 45,7 Mb
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For many researchers, Python is a first-class tool mainly because of its libraries for storing, manipulating, and gaining insight from data. Several resources exist for individual pieces of this data science stack, but only with the Python Data Science Handbook do you get them all—IPython, NumPy, Pandas, Matplotlib, Scikit-Learn, ...

Become a Python Data Analyst

Become a Python Data Analyst

Author : Alvaro Fuentes
Publisher : Packt Publishing Ltd
Genre : Computers
Total View : 9767 Views
File Size : 45,6 Mb
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Enhance your data analysis and predictive modeling skills using popular Python tools Key Features Cover all fundamental libraries for operation and manipulation of Python for data analysis Implement real-world datasets to perform predictive analytics with Python Access modern data analysis techniques and detailed code with scikit-learn and SciPy Book Description ...

Python Data Analytics

Python Data Analytics

Author : Fabio Nelli
Publisher : Apress
Genre : Computers
Total View : 8642 Views
File Size : 47,9 Mb
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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 ...

Pandas for Everyone

Pandas for Everyone

Author : Daniel Y. Chen
Publisher : Addison-Wesley Professional
Genre : Computers
Total View : 2991 Views
File Size : 50,6 Mb
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The Hands-On, Example-Rich Introduction to Pandas Data Analysis in Python Today, analysts must manage data characterized by extraordinary variety, velocity, and volume. Using the open source Pandas library, you can use Python to rapidly automate and perform virtually any data analysis task, no matter how large or complex. Pandas can ...

Python Programming for Data Analysis

Python Programming for Data Analysis

Author : José Unpingco
Publisher : Springer Nature
Genre : Technology & Engineering
Total View : 679 Views
File Size : 54,7 Mb
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This textbook grew out of notes for the ECE143 Programming for Data Analysis class that the author has been teaching at University of California, San Diego, which is a requirement for both graduate and undergraduate degrees in Machine Learning and Data Science. This book is ideal for readers with some ...