The realm of energy is undergoing a dynamic transformation, driven by the remarkable power of machine learning. From enhancing renewable energy production to transforming energy storage, machine learning models are propelling innovation at an exponential pace. This advancement promises to unleash new efficiencies in energy production, distribution,