Practical Deep Learning, 2nd Edition: A Python-Based Introduction

Sprache: Englisch

Verlag: No Starch Press,US, 2025

1718504209 / 9781718504202

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Artikelbeschreibung des Verkäufers

If you've been curious about artificial intelligence and machine learning but didn't know where to start, this is the book you've been waiting for. Focusing on the subfield of machine learning known as deep learning, it explains core concepts and gives you the foundation you need to start building your own models. Rather than simply outlining recipes for using existing toolkits, Practical Deep Learning, 2nd Edition teaches you the why of deep learning and will inspire you to explore further. All you need is basic familiarity with computer programming and high school math - the book will cover the rest. After an introduction to Python, you'll move through key topics like how to build a good training dataset, work with the scikit-learn and Keras libraries, and evaluate your models' performance. You'll also learn: How to use classic machine learning models like k-Nearest Neighbours, Random Forests, and Support Vector Machines, How neural networks work and how they're trained, How to use convolutional neural networks, How to develop a successful deep learning model from scratch. You'll conduct experiments along the way, building to a final case study that incorporates everything you've learned. This second edition is thoroughly revised and updated, and adds six new chapters to further your exploration of deep learning from basic CNNs to more advanced models. New chapters cover fine tuning, transfer learning, object detection, semantic segmentation, multilabel classification, self-supervised learning, generative adversarial networks, and large language models. The perfect introduction to this dynamic, ever-expanding field, Practical Deep Learning, 2nd Edition will give you the skills and confidence to dive into your own machine learning projects.…

Bestandsnummer des Verkäufers CIN1718504209VG

Titel
Practical Deep Learning, 2nd Edition: A Python-Based Introduction
Autor
Ronald T Kneusel
Verlag
No Starch Press,US
Erscheinungsjahr
2025
Zustand
Very Good
Einband
Paperback
Sprache
Englisch
ISBN-10
1718504209
ISBN-13
9781718504202
Auflage
2. Auflage

World of Books Inc

Montgomery, IL, USA

Verkäufer/-in mit 4 Sternen

Verkäufer:in bei AbeBooks seit 23. März 2026

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