Summer Analytics 2024 is a comprehensive, 6-week online primer course on Data Science and Machine Learning offered by the Consulting & Analytics Club at IIT Guwahati. It covers key topics including Python programming, machine learning algorithms, model tuning, tree-based algorithms, and neural networks, with no prerequisites required.