The Data Science and Machine Learning track within the K4B program integrates Data Science and Analytics, Machine Learning, Big Data Specialization, and Predictive Analytics in Healthcare to prepare students for the rapidly evolving field of data-driven decision-making and intelligent systems. This interdisciplinary track equips students with the knowledge and skills to analyze large datasets, develop machine learning models, manage big data infrastructures, and apply predictive analytics to solve complex problems, particularly in the healthcare sector. Coursework covers advanced data analytics techniques, machine learning algorithms, big data technologies, and the application of predictive models in healthcare settings. The program emphasizes rigorous quizzing practices, including scenario-based assessments, hands-on data projects, interactive simulations, and adaptive testing to ensure a comprehensive understanding and practical application of complex data science and machine learning concepts. Upon successful completion, students receive a Specialization Certificate in Data Science and Machine Learning, accompanied by a detailed Courses Grade Reportand a General Grade. Additionally, students are awarded Course-Specific Certificates in areas such as Advanced Data Analytics, Machine Learning Techniques, Big Data Technologies, and Predictive Healthcare Analytics. These certifications validate their specialized expertise, enhancing their employability in sectors such as technology firms, healthcare organizations, financial institutions, and any industry that relies on data-driven strategies and intelligent systems.