This workshop is designed to introduce students to the dynamic field of data science and machine learning, focusing on practical applications. Participants can learn about machine learning algorithms and their real-world applications. Through sessions on regression analysis and classification, students can gain valuable experience in building models and tackling data challenges, equipping them with the foundational skills necessary for a career in data science.