The landscape of energy is undergoing a dynamic transformation, driven by the unprecedented power of machine learning. From enhancing renewable energy production to revolutionizing energy storage, machine learning models are propelling innovation at an unparalleled pace. This paradigm shift promises to reveal new efficiencies in energy production,