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This book gathers a collection of high-quality peer-reviewed research papers presented at the International Conference on Big Data, IoT, and Machine Learning (BIM 2025), organized by Dhaka International University, Bangladesh, during 25 27 September 2025. This book covers research papers in the field of big data, IoT and machine learning. The book is helpful for active researchers and practitioners in the field.