The domain of energy is undergoing a dynamic transformation, driven by the remarkable power of machine learning. From optimizing renewable energy production to disrupting energy storage, machine learning systems are propelling innovation at an accelerated pace. This advancement promises to reveal new possibilities in energy production, distribution