Machine Learning Fundamentals (eBook)

Concepts, Models, and Applications

Amar Sahay, Rajeev Sahay (Autoren)

eBook Download: EPUB

2025
264 Seiten
Business Expert Press (Verlag)
978-1-63742-749-1 (ISBN)

Infos

Machine Learning Fundamentals provides a comprehensive overview of data science, emphasizing machine learning (ML). This book covers ML fundamentals, processes, and applications, that are used as industry standards. Both supervised and unsupervised learning ML models are discussed.

Topics include data collection and feature engineering techniques as well as regression, classification, neural networks (deep learning), and clustering. Motivated by the success of ML in various fields, this book is designed for a wide audience coming from various disciplines such as engineering, IT, or business and is suitable for those getting started with ML for the first time.

This text can also serve as the main or supplementary text in any introductory data science course from any discipline, offering real-world applications and tools in all areas.

Produkt-Details

• Erscheint lt. Verlag: 2.4.2025
• Verlagsort: New York
• Sprache: englisch
• Maße: 150 x 150 mm
• Themenwelt: Informatik ► Datenbanken ► Data Warehouse / Data Mining
• Themenwelt: Informatik ► Theorie / Studium ► Künstliche Intelligenz / Robotik
• Themenwelt: Wirtschaft ► Betriebswirtschaft / Management ► Wirtschaftsinformatik
• Schlagworte: Artificial Intelligence • data analytics • Data Science • Deep learning • machine learning • Machine Learning Models • machine Learning models and applications • Neural networks • Semi Supervised Learning • supervised learning • Unsupervised Learning
• ISBN-10: 1-63742-749-2 / 1637427492
• ISBN-13: 978-1-63742-749-1 / 9781637427491