書籍詳情
格式
平裝書
頁數
770
語言
英語
已出版
Feb 25, 2022
出版商
Packt Publishing
ISBN-10
1801819319
ISBN-13
9781801819312
描述
This book offers an in-depth exploration of machine learning and deep learning tailored for those who wish to harness the power of Python. Written by industry experts, it presents a blend of theory and practical applications, making complex concepts accessible to readers at various skill levels. With a focus on PyTorch and Scikit-Learn, it equips learners with the tools needed to build effective and efficient machine learning models.
Readers will appreciate the step-by-step guidance through key algorithms and techniques, providing a thorough understanding of both supervised and unsupervised learning. The hands-on projects encourage experimentation, fostering an interactive learning environment. By the end of the book, readers will be well-prepared to tackle real-world problems and implement solutions using the latest advancements in machine learning.
The collaborative effort of experienced authors ensures a well-rounded perspective, blending academic knowledge with industry insights. This resource is not just about coding; it emphasizes critical thinking and best practices in model development, making it an essential guide for aspiring data scientists and seasoned professionals alike.
Readers will appreciate the step-by-step guidance through key algorithms and techniques, providing a thorough understanding of both supervised and unsupervised learning. The hands-on projects encourage experimentation, fostering an interactive learning environment. By the end of the book, readers will be well-prepared to tackle real-world problems and implement solutions using the latest advancements in machine learning.
The collaborative effort of experienced authors ensures a well-rounded perspective, blending academic knowledge with industry insights. This resource is not just about coding; it emphasizes critical thinking and best practices in model development, making it an essential guide for aspiring data scientists and seasoned professionals alike.