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Google BigQuery. Всё о хранилищах данных, аналитике и машинном обучении (2021)

Вас пугает необходимость обрабатывать петабайтные наборы данных? Познакомьтесь с Google BigQuery, — системой хранения информации, которая может консолидировать данные по всему предприятию, облегчает интерактивный анализ и позволяет реализовать задачи машинного обучения. Теперь вы можете эффективно хранить, запрашивать, получать и изучать данные в одной удобной среде.

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Applied User Data Collection and Analysis Using JavaScript and PHP (2021)

Applied User Data Collection and Analysis Using JavaScript and PHP is designed to provide the technical skills and competency to gather a wide range of user data from web applications in both active and passive methods. This is done by providing the reader with real-world examples of how a variety of different JavaScript- and PHP-based libraries can be used to gather data using custom feedback forms and embedded data gathering tools.

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JavaScript Data Structures and Algorithms (2019)

Combines clear explanations of data structure and algorithm theory with practical code samples, examples and exercises, all specifically relevant to JavaScript

Provides background information on object-oriented programming and native JavaScript concepts to help understand how everything fits together

Illustrates how these theoretical computer science concepts ties back to practical applications in software engineering.

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Python Data Cleaning Cookbook (2020)

This book is a practical guide to data cleaning, broadly defined as all tasks necessary to prepare data for analysis. It is organized by the tasks usually completed during the data cleaning process: importing data, viewing data diagnostically, identifying outliers and unexpected values, imputing values, tidying data, and so on. Each recipe walks the reader from raw data through the completion of a specific data cleaning task. There are already a number of very good pandas books. Unsurprisingly, there is some overlap between those texts and this one. However, the emphasis here is different. I focus as much on the why as on the how in this book.

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