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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. 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. 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. While Python is used as the primary language, many exercises will also have the solutions provided in R for greater versatility. 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. Datasets and code are also available online for students, giving them everything they need to practice the examples and problems in the book.

FAQ 3

This new Super-Book, like its predecessors in this same series of technical manuals called “FAQ”, is dedicated to modeling military vehicles and the techniques used for assembling, painting and weathering. The difference with the previous book is that we have moved on in the timeframe and this book is a complement of the previous ones. It also explains some new techniques that have appeared these last years, mainly to use in modern vehicles but that can be also used in vehicles of all eras. The most complete book for military vehicles edited until now. The materials that make up modern vehicles and weapons have changed considerably since World War II. Materials that were out of the question on a technological and industrial level back then are now commonplace. The use of these new materials and the manufacturing and assembly methods reflect on the way we paint and weather these models; they require a different approach. Like many other things in life, in the end the purpose is to take up new challenges. In this book we present some of those challenges. Simply essential for the modeller of military vehicles