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