Embarak, Dr. Ossama Data analysis and visualizations using python 9781484241080

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Автор: Embarak, Dr. Ossama
Название: Data analysis and visualizations using python
ISBN: 9781484241080
Издательство: Springer
Классификация:

Прикладная математика

Компьютерное программирование / разработка по

Языки программирования и описания сценариев: общие сведения

Базы данных

ISBN-10: 1484241088
Обложка/Формат: Paperback
Страницы: 374
Вес: 0.61 кг.
Дата издания: 20.11.2018
Язык: English
Издание: 1st ed.
Иллюстрации: 220 illustrations, color; 48 illustrations, black and white; xii, 302 p. 268 illus., 220 illus. in color.
Размер: 235 x 156 x 27
Читательская аудитория: Professional & vocational
Подзаголовок: Analyze data to create visualizations for bi systems
Ссылка на Издательство: Link
Рейтинг:
Поставляется из: Германии
Описание:

Look at Python from a data science point of view and learn proven techniques for data visualization as used in making critical business decisions. Starting with an introduction to data science with Python, you will take a closer look at the Python environment and get acquainted with editors such as Jupyter Notebook and Spyder. After going through a primer on Python programming, you will grasp fundamental Python programming techniques used in data science. Moving on to data visualization, you will see how it caters to modern business needs and forms a key factor in decision-making. You will also take a look at some popular data visualization libraries in Python.

Shifting focus to data structures, you will learn the various aspects of data structures from a data science perspective. You will then work with file I/O and regular expressions in Python, followed by gathering and cleaning data. Moving on to exploring and analyzing data, you will look at advanced data structures in Python. Then, you will take a deep dive into data visualization techniques, going through a number of plotting systems in Python.

In conclusion, you will complete a detailed case study, where you’ll get a chance to revisit the concepts you’ve covered so far.

What You Will Learn

Use Python programming techniques for data scienceMaster data collections in Python Create engaging visualizations for BI systemsDeploy effective strategies for gathering and cleaning dataIntegrate the Seaborn and Matplotlib plotting systems

Who This Book Is For

Developers with basic Python programming knowledge looking to adopt key strategies for data analysis and visualizations using Python.

Дополнительное описание: Chapter 1: Introduction to data science with python.- Chapter 2: The importance of data visualization in business intelligence.- Chapter 3: Data collections structure.- Chapter 4: File I/O processing & Regular expressions.- Chapter 5: Data gathering and

Data analysis and visualizations using python, Embarak, Dr. Ossama