Artificial Intelligence and Machine Learning for Real-World A... - 9781032873466

Taylor & Francis Ltd

Artificial Intelligence and Machine Learning for Real-World ApplicationsA Beginner's Guide with Case Studies\nAuthor(s): Latesh Malik, Sandhya Arora, Urmila Shrawankar\nFormat: Hardback\nPublisher: Taylor & Francis Ltd, United Kingdom\nImprint: Chapman & Hall/CRC\nISBN-13: 9781032873466, 978-1032873466\nSynopsis\nThis book introduces foundational and advanced concepts in artificial intelligence (AI) and machine learning (ML), focusing on their real-world applications and societal implications. Covering topics from knowledge representation and model interpretability to deep learning and generative AI, Artificial Intelligence and Machine Learning for Real-World Applications: A Beginner's Guide with Case Studies includes practical Python implementations and case studies from healthcare, agriculture, and education. Beginning with core concepts such as AI fundamentals, knowledge representation, and statistical techniques, the text gradually advances to cover ML algorithms, deep le.