The domain of energy is undergoing a profound transformation, driven by the extraordinary power of machine learning. From streamlining renewable energy production to disrupting energy storage, machine learning models are propelling innovation at an accelerated pace. This advancement promises to unlock new avenues in energy production, distribution,