Название: Data Analytics: Simple and Effective Tips and Tricks to Learn Data Analytics Effectively Автор: Benjamin Smith
Издательство: Amazon.com Services LLC
Год: 2020
Страниц: 115
Язык: английский
Формат: pdf, azw3, epub
Размер: 10.1 MB
This book has been created to help you understand the tips and tricks to learn Data Analytic easily and simply. It covers all the basic tips and tricks for beginners to understand how Data Analytics works. You will learn the process of data analytics and how it is different from data reporting. In this book, we have given in-depth details about types of Data Analytics, its characteristics, and its applications. You will also learn how to become a data analyst and about the skills required for the job.
We have also focused on Python for Data Analytics and the advantages. Important Python libraries like Pandas, NumPy, Matplotlib, and IPython have been discussed in detail. You learn about the Software Development Tools used in IPython for Data Analytics, NumPy features, and Data Processing using Arrays. Topics like Pandas data structures, indexing, filtering, data alignment, dataframe, series, sorting, and ranking will help you understand data analytics easily.
A special focus has been given on NoSQL for Data Analytics as it plays a very important role. Various types of NoSQL databases and their features have been included in this book along with how to perform text data analytics. Since the world is moving towards Big Data, we have also covered it for you. You will find more about Descriptive Analytics and Predictive Analytics along with the seven steps for Data Analytics.
This book covers the Statistical Models and parameters like AR, Kalman regression, selection bias, and more. You will also learn the latest tools used in Big Data Analytics. Important Data Visualization Techniques are included in the book with a special focus on various types of charts for visualization.
Contents:
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