Machine Learning

机器学习:概念、技术与应用

计算机科学技术基础学科

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作      者
出  版 社
出版时间
2023年05月09日
装      帧
精装
ISBN
9781032268286
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页      码
478
开      本
254 x 178 mm (7 x 10)
语      种
英文
版      次
1
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图书简介
Machine Learning: Concepts, Techniques and Applications starts at basic conceptual level of explaining machine learning and goes on to explain the basis of machine learning algorithms. The mathematical foundations required are outlined along with their associations to machine learning. The book then goes on to describe important machine learning algorithms along with appropriate use cases. This approach enables the readers to explore the applicability of each algorithm by understanding the differences between them. A comprehensive account of various aspects of ethical machine learning has been discussed. An outline of deep learning models is also included. The use cases, self-assessments, exercises, activities, numerical problems, and projects associated with each chapter aims to concretize the understanding. FeaturesConcepts of Machine learning from basics to algorithms to implementation Comparison of Different Machine Learning Algorithms – When to use them
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