Understanding Models Developed with AI by Ömer Faruk Ertuğrul (.ePUB)+
File Size: 23.8 MB
Understanding Models Developed with AI: Including Applications with Python and MATLAB Code by Ömer Faruk Ertuğrul, Tahir Çetin Akinci, Musa Yilmaz
Requirements: .ePUB, .PDF reader, 23.8 MB | True PDF, True EPUB
Overview: Understanding Models Developed by AI: Including Applications with Python and MATLAB Code is a comprehensive guide on the intricacies of AI models and their real-world applications. The book demystifies complex AI methodologies by providing clear explanations and practical examples that are reinforced with Python and MATLAB program codes. Its content structure emphasizes a practical, applications-driven approach to understanding AI models, with hands-on coding examples throughout each chapter. Readers will find the tools they need to build AI models, along with the knowledge to make these models accessible and interpretable to stakeholders, thus fostering trust and reliability in AI systems. As the primary issues with the adoption of AI/ML models are reliability, transparency, interpretation of results, and bias (data and algorithm) management, this resource give researchers and developers what they need to be able to not only implement AI models, but also interpret and explain them. This is crucial in industries where decision-making processes must be transparent and understandable. For Computer Scientists and researchers in Artificial Intelligence and Machine Learning, as well as academics, researchers, and professionals in a variety of research fields who work with various types of AI models and their applications to real-world research and development problems will be a target audience.
Genre: Non-Fiction > Tech & Devices
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