The landscape of energy is undergoing a dynamic transformation, driven by the extraordinary power of machine learning. From optimizing renewable energy production to disrupting energy storage, machine learning models are propelling innovation at an unparalleled pace. This paradigm shift promises to unleash new avenues in energy production, distribu