Silapal’s Machine Learning program is a live, instructor-led course designed to make AI and Machine Learning practical, understandable, and approachable. Students learn Machine Learning from the ground up using Python and real-world datasets. Instead of simply using ML libraries as a “black box,” we help learners understand why algorithms work, how models learn from data, and how to evaluate and improve their predictions. The course covers core Machine Learning concepts including data preparation, regression, classification, clustering, feature engineering, model training, testing, evaluation, and hands-on projects. Students apply what they learn by working with real-world datasets and building their own Machine Learning projects. Our focus is on developing both technical skills and the problem-solving mindset needed to continue learning and building with AI. The program is suitable for high school and college students, working professionals, and beginners interested in starting their AI and Machine Learning journey. At Silapal, we believe: “AI is not so hard — anyone can conquer it.”