Max Couling

Forecasting Machine Learning Weather

I've utilized Python to create a predictive model capable of forecasting temperatures (tmpc) one month in advance. I accomplished this by analysing the weather-data.csv dataset obtained from IOWA Environmental Mesonet - Iowa State University. My Python program involved exploring and processing this large dataset, utilizing advanced data science techniques to extract meaningful insights and trends. By applying machine learning algorithms to these insights, I was able to create a robust predictive model capable of forecasting future temperatures with a high degree of accuracy and my model showed a trend upwards in temperature year over year that may signify climate change!