As an experienced data scientist and researcher, I am passionate about statistics and machine learning. I am particularly interested in utilizing data science to mitigate climate change, and help accomplish the UN Sustainable Development Goals. I am also a contributing writer at established websites such as Towards Data Science. Furthermore, I have published a book titled Simplifying Machine Learning with PyCaret, that quickly became a best seller and got cited in scientific papers. Feel free to send an email if you want me to work on your projects!
In this project, I am comparing the performance of various forecasting models, including classical, machine learning and deep learning approaches, by using the darts library . My goal is to create a forecast for the atmospheric CO2 concentration of 2022, based on the the Mauna Loa CO2 dataset.