Now a days, in the realm of rapid advancement, Artificial Intelligence and Machine learning play a vital role and capture a significant portion of the global market by solving the problems of various sectors like Healthcare, Agriculture, Industry, and so on. This chapter reviews the transformative potential of AIML in the education sector. In this chapter, we observe how AI and ML can enhance personalized learning experiences, streamline administrative tasks, and facilitate data-driven decision-making by exploring various AIML applications and trends including Automated grading, simulation-based learning, etc. Through the exploration, we aim to highlight the significance of incorporating AIML to enhance learning outcomes Additionally, we address the challenges associated with implementing these technologies in educational settings such as privacy concerns and ethical implications. Finally, the chapter offers recommendations for educators and policymakers on utilizing AI and ML to create a more equitable and effective educational system and prepare learners for the future workforce.