The landscape of energy is undergoing a profound transformation, driven by the remarkable power of machine learning. From streamlining renewable energy production to revolutionizing energy storage, machine learning algorithms are emerging innovation at an accelerated pace. This technological leap promises to reveal new avenues in energy production,