Автор: Idris, Ivan (Author) Название: Python Data Analysis Cookbook ISBN: 178528228X ISBN-13(EAN): 9781785282287 Издательство: Неизвестно Рейтинг: Цена: 10114.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: Over 140 practical recipes to help you make sense of your data with ease and build production-ready data appsAbout This Book* Analyze Big Data sets, create attractive visualizations, and manipulate and process various data types* Packed with rich recipes to help you learn and explore amazing algorithms for statistics and machine learning* Authored by Ivan Idris, expert in python programming and proud author of eight highly reviewed booksWho This Book Is ForThis book teaches Python data analysis at an intermediate level with the goal of transforming you from journeyman to master. Basic Python and data analysis skills and affinity are assumed. What You Will Learn* Set up reproducible data analysis* Clean and transform data* Apply advanced statistical analysis* Create attractive data visualizations* Web scrape and work with databases, Hadoop, and Spark* Analyze images and time series data* Mine text and analyze social networks* Use machine learning and evaluate the results* Take advantage of parallelism and concurrencyIn DetailData analysis is a rapidly evolving field and Python is a multi-paradigm programming language suitable for object-oriented application development and functional design patterns.
As Python offers a range of tools and libraries for all purposes, it has slowly evolved as the primary language for data science, including topics on: data analysis, visualization, and machine learning. Python Data Analysis Cookbook focuses on reproducibility and creating production-ready systems. You will start with recipes that set the foundation for data analysis with libraries such as matplotlib, NumPy, and pandas.
You will learn to create visualizations by choosing color maps and palettes then dive into statistical data analysis using distribution algorithms and correlations. You'll then help you find your way around different data and numerical problems, get to grips with Spark and HDFS, and then set up migration scripts for web mining. In this book, you will dive deeper into recipes on spectral analysis, smoothing, and bootstrapping methods.
Moving on, you will learn to rank stocks and check market efficiency, then work with metrics and clusters. You will achieve parallelism to improve system performance by using multiple threads and speeding up your code. By the end of the book, you will be capable of handling various data analysis techniques in Python and devising solutions for problem scenarios.
Style and ApproachThe book is written in "cookbook" style striving for high realism in data analysis. Through the recipe-based format, you can read each recipe separately as required and immediately apply the knowledge gained.
Автор: Idris Ivan Название: NumPy Beginner`s Guide ISBN: 1782166084 ISBN-13(EAN): 9781782166085 Издательство: Неизвестно Рейтинг: Цена: 9010.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Автор: Idris Ivan Название: Python Data Analysis ISBN: 1783553359 ISBN-13(EAN): 9781783553358 Издательство: Неизвестно Рейтинг: Цена: 10114.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Автор: Idris Ivan Название: Instant Pygame for Python Game Development How-to ISBN: 1782162860 ISBN-13(EAN): 9781782162865 Издательство: Неизвестно Рейтинг: Цена: 2757.00 р. Наличие на складе: Нет в наличии.
Автор: Idris Ivan Название: Learning Numpy Array ISBN: 1783983906 ISBN-13(EAN): 9781783983902 Издательство: Неизвестно Рейтинг: Цена: 5332.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: This book will show data analysis tasks, ranging from data retrieval, cleaning, manipulation, visualization, and storage to complex analysis and modeling using a variety of modules such as NumPy, SciPy, matplotlib, pandas, scikit-learn, and NLTK. You will be able to analyze different kinds of data including numeric, text, time-series, graph, and...
Описание: This book takes a practical approach to Python data analysis, showing you how to use Python libraries such as pandas, NumPy, SciPy, and scikit-learn to analyze a variety of data. You`ll also get up to speed with everything from data manipulation to visualization systematically.
Автор: Idris Ivan Название: Numpy 1.5 Beginner`s Guide ISBN: 1849515301 ISBN-13(EAN): 9781849515306 Издательство: Неизвестно Рейтинг: Цена: 6206.00 р. Наличие на складе: Нет в наличии.
Автор: Idris Ivan, Cookbook Numpy Название: Numpy Cookbook ISBN: 1849518920 ISBN-13(EAN): 9781849518925 Издательство: Неизвестно Рейтинг: Цена: 9010.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Автор: Idris Ivan Название: Numpy Beginner`s Guide - Third Edition ISBN: 1785281968 ISBN-13(EAN): 9781785281969 Издательство: Неизвестно Рейтинг: Цена: 9010.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Автор: Dollard Maureen F., Dormann Christian, Awang Idris Mohd Название: Psychosocial Safety Climate: A New Work Stress Theory ISBN: 3030203212 ISBN-13(EAN): 9783030203214 Издательство: Springer Рейтинг: Цена: 19564.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: The chapters discuss state-of-the-art empirical evidence testing PSC theory in relation to management roles, organisational resilience, corruption, organisational status, cultural perspectives, illegitimate tasks, high PSC work groups, PSC variability in work groups, etc.
Автор: Botha Karen Название: Idris ISBN: 1728782708 ISBN-13(EAN): 9781728782706 Издательство: Неизвестно Цена: 1278.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
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