The domain of energy is undergoing a profound transformation, driven by the unprecedented power of machine learning. From optimizing renewable energy production to revolutionizing energy storage, machine learning systems are emerging innovation at an accelerated pace. This technological leap promises to unlock new efficiencies in energy production,