Machine learning এ হাতেখড়ি

Introductory Machine Learning is a foundational course designed to equip students with the core principles, algorithms, and practical techniques needed to build predictive models and uncover patterns in data. Participants will explore essential topics such as supervised and unsupervised learning, regression, classification, decision trees, clustering, and model evaluation using standard industry tools like Python and Scikit-Learn. By combining theoretical concepts with hands-on coding exercises, the course prepares students to effectively preprocess data, train and tune models, and apply machine learning solutions to real-world problems.