Numsense! Data Science for the Layman: No Math Added 9789811110689

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Автор: Soo Kenneth, Ng Annalyn
Название: Numsense! Data Science for the Layman: No Math Added
ISBN: 9789811110689
Классификация:

Алгоритмы и структуры данных

Сбор и анализ данных

ISBN-10: 9811110689
Обложка/Формат: Paperback
Страницы: 146
Вес: 0.28 кг.
Дата издания: 24.03.2017
Язык: English
Размер: 229 x 152 x 10
Поставляется из: США
Описание:

Reference text in top universities like Stanford and Cambridge
Sold in over 85 countries, translated into more than 5 languages

Want to get started on data science? Our promise: no math added. This book has been written in laymans terms as a gentle introduction to data science and its algorithms. Each algorithm has its own dedicated chapter that explains how it works, and shows an example of a real-world application. To help you grasp key concepts, we stick to intuitive explanations and visuals.

Popular concepts covered include:

A/B Testing
Anomaly Detection
Association Rules
Clustering
Decision Trees and Random Forests
Regression Analysis
Social Network Analysis
Neural Networks

Features:

Intuitive explanations and visuals
Real-world applications to illustrate each algorithm
Point summaries at the end of each chapter
Reference sheets comparing the pros and cons of algorithms
Glossary list of commonly-used terms

With this book, we hope to give you a practical understanding of data science, so that you, too, can leverage its strengths in making better decisions.

Numsense! Data Science for the Layman: No Math Added, Soo Kenneth, Ng Annalyn