Elements of Data Science

Allen Downey

ISBN 10: 0971677514 / ISBN 13: 9780971677517

Editore: Green Tea Press, 2021

Codice articolo LU-9780971677517

Riassunto:

Elements of Data Science is an introduction to the practical skills of working with data, written for people with no programming experience. Concepts are explained clearly and concisely, and exercises in each chapter demonstrate the real-world use of each feature. * Step-by-Step Approach: Learn how to execute a data science project from start to finish, formulating questions, visualizing data, applying statistical methods, and communicating results. * Practical Python Programming: This book starts with basic Python concepts and builds up to advanced data processing and analysis techniques. * Interactive Learning: Jupyter notebooks are available for each chapter, so readers can follow along, run experiments, and build understanding through hands-on exercises. * Solid Foundation: Explore fundamental concepts such as exploratory data analysis, statistical inference, regression analysis, classification algorithms, and more, all through the lens of real-world case studies. Whether you're a student, a professional, or simply curious about the power of data, Elements of Data Science provides essential tools for finding insights in data.

Dati bibliografici

Titolo: Elements of Data Science
Casa editrice: Green Tea Press
Data di pubblicazione: 2021
Legatura: Paperback
Condizione: New