Machine Learning with Python

Tarkeshwar Barua, Kamal Kant Hiran, Ritesh Kumar Jain, Ruchi Doshi (Autoren)

Buch | Softcover

X, 476 Seiten

2024 | 1. Auflage
De Gruyter (Verlag)
978-3-11-069716-2 (ISBN)

Infos

This book explains how to use the programming language Python to develop machine learning and deep learning tasks.

• From the basics to the advanced applications, with examples from the real world.
• "Hands-on" and questions sections for each chapter.

Zielgruppe:
Graduate and postgraduate students, researchers, developers, programmers, professionals

Autoren

Tarkeshwar Barua, Blue Crest University, Liberia

Kamal Kant Hiran, Symbiosis Univ. of Appl. Sci., India

Ritesh Kumar Jain, Geetanjali Inst. of Tech. Studies, India

Doshi Ruchi, Univ. Azteca, Mexico

Inhalt

Chapter 1 Introduction to Machine Learning
Chapter 2 Basics of Python Programming
Chapter 3 Data Preprocessing in Python
Chapter 4 Foundations of Machine Learning
Chapter 5 Classic Machine Learning Algorithms
Chapter 6 Advanced Machine Learning Techniques
Chapter 7 Neural Networks and Deep Learning
Chapter 8 Specialized Applications and Case Studies
References
Index

Produkt-Details

• Erscheinungsdatum: 10.05.2022
• Reihe/Serie: De Gruyter STEM
• Zusatzinfo: 96 b/w and 6 col. ill., 17 b/w tbl.
• Verlagsort: Berlin/Boston
• Sprache: englisch
• Maße: 170 x 240 mm
• Gewicht: 821 g
• Einbandart: kartoniert
• Themenwelt: Mathematik / Informatik ► Informatik ► Software Entwicklung
• Themenwelt: Informatik ► Theorie / Studium ► Künstliche Intelligenz / Robotik
• Schlagworte: Algorithmen • Maschinelles Lernen • Programmiersprachen • Python
• ISBN-10: 3-11-069716-5 / 3110697165
• ISBN-13: 978-3-11-069716-2 / 9783110697162
• Zustand: Neuware