 Название: Introduction to Data Science Using Python
Автор: Afrand Agah
Издательство: PA-ADOPT
Год: 2024
Страниц: 117
Язык: английский
Формат: pdf (true), epub
Размер: 12.1 MB
This book contains two parts, the first is designed to be used in an introductory programming course for students looking to learn Python, without having any prior experience with programming. Basic programming concepts are discussed, explained, and illustrated with a Python program. Ample programming questions are provided for practice. The second part of the book utilizes Machine Learning concepts and statistics to accomplish data-driven resolutions. Python programs are provided to apply scientific computing to conclude statistically driven results.
Data Science is the process of representing models that fit data. Its goal is to predict future output based on past observations of inputs. In Data Science, one collects information and interprets it to make decisions.
A data scientist must have programming skills and an understanding of mathematics and statistical concepts. The first part of this book is an introduction to Python programming, which is a highly used language by data scientists, and the second part is an introduction to Machine Learning and statistical knowledge required for Data Science. Python is a popular programming language because of its scalability, readability, and strong community support. But perhaps the most important aspect is its extensive libraries and frameworks.
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Introduction to Data Science Using Python 
