The book is a practical guide aimed at helping developers and technical professionals apply machine learning to real-world problems. The book covers essential concepts of machine learning, including supervised, unsupervised, and reinforcement learning, and walks readers through the complete process, from data preparation and feature engineering to building, evaluating, and deploying models. With a focus on practical implementation, it provides step-by-step examples using tools like Weka, R, and Python, tackling real-world use cases such as fraud detection and recommendation systems. The book also emphasizes model evaluation, optimization, and deployment challenges in production environments, offering accessible explanations for readers without a deep background in mathematics or statistics. This hands-on guide is ideal for software developers and IT professionals seeking to quickly understand and apply machine learning in business and technology contexts, equipping them with the knowledge to solve problems effectively using machine learning techniques.

Mã ngôn ngữ:	eng
Chỉ số phân loại:	006.3
Tác giả:	Bell, Jason
Thông tin nhan đề:	Machine learning: bHands-on for developers and technical professionals
Xuẩt bản,phát hành:	Canada. John Wiley & Sons 2015
Mô tả vật lý:	380p.
Từ khóa:	Artificial Intelligence. Machine Learning

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