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 driving innovation at an accelerated pace. This paradigm shift promises to unleash new possibilities in energy production,