Description: 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.Brief description: ÖMER FARUK ERTUĞRUL received his B.S., M.S., and Ph.D. degrees in Electrical and Electronics Engineering in 2001, 2010, and 2015, respectively. His research interests are primarily focused on machine learning and signal processing. He holds six national and one international patent. He is currently a professor and vice rector at Batman University and serves as an associate editor for NC&A, covering the Middle East, excluding Iran. Moreover, he is the co-founder at INSENSE, ABRH, INTELLIGENT, and SOFTSENSE Inc.