Название: Foundations of Data Science for Engineering Problem Solving
Автор: Parikshit Narendra Mahalle, Gitanjali Rahul Shinde
Издательство: Springer
Год: 2022
Страниц: 125
Язык: английский
Формат: pdf (true), epub
Размер: 22.7 MB
The book Foundations of Data Science for Engineering Problem Solving is envisioned to present the detailed and comprehensive overview of Data Science foundations including Data Science evolution, data collection, preparation, analysis of data using Machine Learning (ML) algorithm, data visualization and how Data Science can make better insights into various use cases in science and engineering. Data collection and preparation is the main part of any data science application which includes data exploration, various types of datasets, their classification based on the sources and types, data preprocessing phases and different tasks involved; web scrapping tools like Beautiful Soap, Scrapy and URLLIB are presented and discussed in the first part of the book. Visualization tools like Tableau, Matplotlib, Looker, Seaborn, PowerBI, IBM Cognos Analytics and their functioning are also discussed in detail in the second part of the book.