The landscape of energy is undergoing a radical transformation, driven by the remarkable power of machine learning. From enhancing renewable energy production to transforming energy storage, machine learning models are propelling innovation at an unparalleled pace. This advancement promises to reveal new avenues in energy production, distribution,