TY - GEN AU - Nyamawe,Ally S. AU - Mjahidi,Mohamedi M. AU - Nnko,Noe E. AU - Diwani,Salim A. AU - Minja,Godbless G. AU - Malyango,Kulwa TI - Practical machine learning: a beginner's guide with ethical insights SN - 9781032770291 AV - Q 325.5 .N93 U1 - 006.3/1 23/eng/20241119 PY - 2025/// CY - Boca Raton, FL PB - CRC Press/Taylor & Francis Group KW - Machine learning KW - Artificial intelligence N1 - Includes bibliographical references and index; Fundamentals of machine learning -- Mathematics for machine learning -- Data preparation -- Machine learning operations -- Machine learning software and hardware requirements -- Responsible AI and explainable AI -- Artificial general intelligence -- Machine learning step-by-step practical examples N2 - "The book provides an accessible, comprehensive introduction for beginners to machine learning, equipping them with the fundamental skills and techniques essential for this field. This is a core resource for students and instructors of machine learning and data science looking for beginner-friendly material which offers real-world applications and takes ethical discussions into account"-- Provided by publisher ER -