Catalysis research often involves complex computational simulations, data analysis, and machine learning models. Google Colab provides an accessible platform for these tasks without the need for extensive computational infrastructure. Researchers can perform quantum chemical calculations, analyze large datasets, and develop predictive models using machine learning, all within the Colab environment.