The Data Analysis Workshop: Solve business problems with state-of-the-art data analysis models,developing expert data analysis skills along the way


The Data Analysis Workshop: Solve business problems with state-of-the-art data analysis models,developing expert data analysis skills along the way
by 作者: Gururajan Govindan ,Shubhangi Hora ,Konstantin Palagachev
pages 页数: 626 pages
Publisher Finelybook 出版社: Packt Publishing (29 July 2020)
Language 语言: English
ISBN-10 书号: 1839211385
ISBN-13 书号: 9781839211386


Book Description
Learn how to analyze data using Python models with the help of real-world use cases and guidance from industry experts
Businesses today operate online and generate data almost continuously. While not all data in its raw form may seem useful,if processed and analyzed correctly,it can provide you with valuable hidden insights. The Data Analysis Workshop will help you learn how to discover these hidden patterns in your data,to analyze them and leverage the results to help transform your business.
The book begins by 作者: taking you through the use case of a bike rental shop. You’ll be shown how to correlate data,plot histograms,and analyze temporal features. As you progress,you’ll learn how to plot data for a hydraulic system using the Seaborn and Matplotlib libraries,and explore a variety of use cases that show you how to join and merge databases,prepare data for analysis,and handle imbalanced data.
By the end of the book,you’ll have learned different data analysis techniques,including hypothesis testing,correlation,and null-value imputation,and will have become a confident data analyst.

What you will learn
Get to grips with the fundamental concepts and conventions of data analysis
Understand how different algorithms help you to analyze the data effectively
Determine the variation between groups of data using hypothesis testing
Visualize your data correctly using appropriate plotting points
Use correlation techniques to uncover the relationship between variables
Find hidden patterns in data using advanced techniques and strategies

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