MCA in Machine Learning is a specialized postgraduate program designed for aspiring tech professionals who aim to excel in the field of artificial intelligence and data-driven technologies. Typically spanning 2 - 3 years, this course combines foundational computer science principles with advanced machine learning concepts, including neural networks, natural language processing, and data analytics. The curriculum often integrates practical projects and internships to provide hands-on experience in solving real-world problems using AI. Graduates of this program are equipped with skills to pursue roles such as Data Scientist, AI Engineer, or Machine Learning Specialist in industries ranging from healthcare to finance. Eligibility usually includes a bachelor's degree in computer science, IT, or a related field, along with a strong analytical aptitude.