This report portfolio presents an analysis of four experiments conducted to address the data-driven question: "Can temperatures in Bangor, North Wales be predicted given historical meteorological data?" The experiments involve different machine learning models, feature selection techniques, and streaming data analysis to identify the most effective approach for temperature prediction. The report is organized into the following sections: data description, machine learning experiments, visualizations and insights, and conclusion.