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Learn Data Analysis with Python, 


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Название:  Learn Data Analysis with Python
ISBN: 9781484234853
Издательство: Springer
Классификация:

ISBN-10: 1484234855
Обложка/Формат: Paperback
Страницы: 97
Вес: 0.20 кг.
Дата издания: 18.03.2018
Язык: English
Издание: 1st ed.
Иллюстрации: 15 illustrations, color; ix, 97 p. 15 illus. in color.
Размер: 234 x 162 x 7
Читательская аудитория: Professional & vocational
Подзаголовок: Lessons in coding
Ссылка на Издательство: Link
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Поставляется из: Германии
Описание: Table of Contents
1. IntroductionHow to use this bookInstalling iPython NotebookWhat is iPython notebook?What is Anaconda?Getting StartedGetting the datasets for the workbooks exercises2. Getting Data into and out of PythonLoading Data from CSV FilesSaving Data to CSVLoading Data from Excel FilesSaving Data to Excel FilesCombining Data from Multiple Excel Files: Loading Data from SQLSaving Data to SQLRandom Numbers and Creating Random Data3. Preparing Data is Half the BattleCleaning DataCalculating and Removing OutliersMissing Data in Pandas DataframesFiltering Inappropriate ValuesFinding Duplicate RowsRemoving Punctuation from Column ContentsRemoving Whitespace from Column ContentsStandardizing DatesStandardizing Text like SSNs, Phone #s and Zip CodesCreating New VariablesBinning DataApplying Function to Groups, Bins and ColumnsRanking Rows of DataCreate a Column Based on a ConditionalMaking New Columns Using FunctionsConverting String Categories to Numeric VariablesOrganizing the DataRemoving and Adding ColumnsSelecting ColumnsChange Column NameSetting Column Names to Lower CaseFinding Matching RowsFilter Rows Based on Conditions: Selecting Rows Based on ConditionsRandom Sampling Dataframe4. Finding the MeaningComputing aggregate statisticsComputing Aggregate Statistics on Matching RowsSorting DataCorrelationRegressionRegression without InterceptBasic Pivot TableRandom Sampling DataframeSelecting Pandas DataFrame Rows Based on ConditionsDistribution AnalysisCategorical Variable AnalysisTime Series Analysis5. Visualizing DataData Quality ReportGraph a Dataset - Line PlotGraph a Dataset - Bar PlotGraph a Dataset - Box PlotGraph a Dataset - HistogramGraph a Dataset - Pie ChartGraph a Dataset - Scatter PlotPlotting w/ ImagePlotting Data on a Map with BasemapPlotting a Gantt ChartSetting ticks, labels & gridsAdding legends & annotationsMoving Spines to the Center6. Practice ProblemsPivot Exercise 1Pivot Exercise 2Pivot Exercise 2Pivot Exercise 3LegendRegression Exercise 1Regression Exercise 2Regression Exercise 3Analysis ProjectNotes

Дополнительное описание:
1. How to Use This Book.- 2. Getting Data into and out of Python.- 3. Preparing Data is Half the Battle.- 4. Finding the Meaning.- 5. Visualizing Data.- 6. Practice Problems.




Visualization Analysis and Design

Автор: Munzner
Название: Visualization Analysis and Design
ISBN: 1466508914 ISBN-13(EAN): 9781466508910
Издательство: Taylor&Francis
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Цена: 10717.00 р.
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Описание:

Learn How to Design Effective Visualization Systems

Visualization Analysis and Design provides a systematic, comprehensive framework for thinking about visualization in terms of principles and design choices. The book features a unified approach encompassing information visualization techniques for abstract data, scientific visualization techniques for spatial data, and visual analytics techniques for interweaving data transformation and analysis with interactive visual exploration. It emphasizes the careful validation of effectiveness and the consideration of function before form.

The book breaks down visualization design according to three questions: what data users need to see, why users need to carry out their tasks, and how the visual representations proposed can be constructed and manipulated. It walks readers through the use of space and color to visually encode data in a view, the trade-offs between changing a single view and using multiple linked views, and the ways to reduce the amount of data shown in each view. The book concludes with six case studies analyzed in detail with the full framework.

The book is suitable for a broad set of readers, from beginners to more experienced visualization designers. It does not assume any previous experience in programming, mathematics, human-computer interaction, or graphic design and can be used in an introductory visualization course at the graduate or undergraduate level.

Python and Matplotlib Essentials for Scientists and Engineers

Автор: Matt A. Wood
Название: Python and Matplotlib Essentials for Scientists and Engineers
ISBN: 1681749106 ISBN-13(EAN): 9781681749105
Издательство: Mare Nostrum (Eurospan)
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Цена: 6237.00 р.
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Описание: This book provides an introduction to the core features of the Python programming language and Matplotlib plotting routings for scientists and engineers (or students of either discipline) who want to use Python™ to analyse data, simulate physical processes, and render publication-quality plots. No previous programming experience is needed before reading the first page.Readers will learn the core features of the Python programming language in under a day. They will be able to immediately use Python to implement codes that solve their own problems and make beautiful plots and animations. Python code is extremely fast to prototype, allowing users to achieve results quickly and accurately. The examples within the book are available for download.Python and Matplotlib Essentials for Scientists and Engineers is accessible for motivated high-school students, but will likely be most useful for undergraduate and graduate students as well as working professionals who have some background with the basic mathematical concepts. This book is intended for technical people who want to get things done.

Python for Scientists

Автор: John M. Stewart
Название: Python for Scientists
ISBN: 1316641236 ISBN-13(EAN): 9781316641231
Издательство: Cambridge Academ
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Цена: 5067.00 р.
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Описание: Scientific Python is taught from scratch in this book via copious, downloadable, useful and adaptable code snippets. Everything the working scientist needs to know is covered, quickly providing researchers and research students with the skills to start using Python effectively.

Practical Data Analysis

Автор: Cuesta Hector
Название: Practical Data Analysis
ISBN: 1783280999 ISBN-13(EAN): 9781783280995
Издательство: Неизвестно
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Цена: 10114.00 р.
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Data Analysis and Visualization in Genomics and Proteomics

Автор: Francisco Azuaje
Название: Data Analysis and Visualization in Genomics and Proteomics
ISBN: 0470094397 ISBN-13(EAN): 9780470094396
Издательство: Wiley
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Цена: 23277.00 р.
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Описание: Data Analysis and Visualization in Genomics and Proteomics is the first book addressing integrative data analysis and visualization in this field. It addresses important techniques for the interpretation of data originating from multiple sources, encoded in different formats or protocols, and processed by multiple systems.

Applied Text Analysis with Python: Enabling Language Aware Data Products with Machine Learning

Автор: Bengfort Benjamin, Bilbro Rebecca, Ojeda Tony
Название: Applied Text Analysis with Python: Enabling Language Aware Data Products with Machine Learning
ISBN: 1491963042 ISBN-13(EAN): 9781491963043
Издательство: Wiley
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Цена: 8394.00 р.
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Описание: This practical book presents a data scientist`s approach to building language-aware products with applied machine learning.

Getting Started with Python Data Analysis

Автор: Vothihong Phuong, Czygan Martin
Название: Getting Started with Python Data Analysis
ISBN: 1785285114 ISBN-13(EAN): 9781785285110
Издательство: Неизвестно
Цена: 7171.00 р.
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Membrane Structural Biology

Автор: Luckey
Название: Membrane Structural Biology
ISBN: 1107030633 ISBN-13(EAN): 9781107030633
Издательство: Cambridge Academ
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Цена: 9346.00 р.
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Описание: This textbook provides a strong foundation and comprehensive overview for students and an invaluable synthesis of cutting-edge research for working scientists. This second edition is expanded to include and make accessible all the latest developments and topics, with more than twenty new high resolution structures. Links between membrane research and human health are emphasised throughout.

Web Scraping with Python: Collecting More Data from the Modern Web

Автор: Mitchell Ryan
Название: Web Scraping with Python: Collecting More Data from the Modern Web
ISBN: 1491985577 ISBN-13(EAN): 9781491985571
Издательство: Wiley
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Цена: 6334.00 р.
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Описание: The expanded edition of this practical book not only introduces you web scraping, but also serves as a comprehensive guide to scraping almost every type of data from the modern web.

Complex Network Analysis in Python: Recognize - Construct - Visualize - Analyze - Interpret

Автор: Zinoviev Dmitry
Название: Complex Network Analysis in Python: Recognize - Construct - Visualize - Analyze - Interpret
ISBN: 1680502697 ISBN-13(EAN): 9781680502695
Издательство: Wiley
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Цена: 4592.00 р.
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Описание: Discusses the issues that the agricultural industry currently faces and the technological opportunities that can be explored to help protect and predict crop growth and achieve more resilient agricultural processes. The book analyses the impact of agricultural pollution and food insecurity and proposes solutions to promote sustainability.

Mastering Geospatial Analysis with Python

Автор: Toms Silas, Rees Eric Van, Crickard Paul
Название: Mastering Geospatial Analysis with Python
ISBN: 1788293339 ISBN-13(EAN): 9781788293334
Издательство: Неизвестно
Цена: 10114.00 р.
Наличие на складе: Есть у поставщика Поставка под заказ.

Описание: Python comes with many libraries and tools that help you work on geoprocessing tasks without investing in expensive tools. This book introduces you to new libraries that perform geospatial and statistical analysis and data management. It uses examples that explain how Python v3 differs from v2, and solve age-old problems in geospatial analysis.


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