A Hands-On Introduction to Machine Learning
A Hands-On Introduction to Machine Learning Packed with real-world examples, industry insights and practical activities, this textbook is designed to teach machine learning in a way that is easy to…
Specifikacia A Hands-On Introduction to Machine Learning
A Hands-On Introduction to Machine Learning
Packed with real-world examples, industry insights and practical activities, this textbook is designed to teach machine learning in a way that is easy to understand and apply. All the necessary topics are covered, including supervised and unsupervised learning, neural networks, reinforcement learning, cloud-based services, and the ethical issues still posing problems within the industry. It assumes only a basic knowledge of technology, making it an ideal resource for students and professionals, including those who are new to computer science.
A suite of online resources is available to support teaching across a range of different courses, including example syllabi, a solutions manual, and lecture slides. While Python is used as the primary language, many exercises will also have the solutions provided in R for greater versatility. Datasets and code are also available online for
Introduction to Machine Learning