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 systems are emerging innovation at an exponential pace. This paradigm shift promises to unleash new possibilities in energy production,