Artificial intelligence is a powerful ally in the fight against climate change. This book details specific applications where AI is making a difference: optimizing smart grids, monitoring deforestation with satellites, accelerating materials science for solar cells, and improving climate modeling. It showcases how machine learning is helping us understand and mitigate our impact on the planet. Data is the key to a greener future. This work highlights how AI is turning vast environmental datasets into actionable climate solutions.