Industrial AI/ML Workshop by Squarebrackets at Monad University
Squarebrackets is bringing its flagship hands-on AI/ML workshop to the campus of Monad University. This intensive training session is designed to bridge the gap between academic theory and industry applications. Students will move past basic textbook definitions to write actual machine learning code, clean real-world datasets, and deploy their first predictive models. Our senior engineering instructors will guide participants through the modern AI stack. You will work with Python, Pandas, Scikit-Learn, and basic neural networks using TensorFlow. Every participant will build a working project from scratch, gaining practical skills that companies look for during campus placements.
Agenda
The morning session begins with a deep dive into Python for Data Science and exploratory data analysis (EDA) using Pandas and NumPy. Students will learn how to handle missing data and prepare datasets for training. In the afternoon, we shift focus to building and evaluating models. Participants will implement supervised learning algorithms, understand evaluation metrics like precision and recall, and conclude with a live deployment session using Streamlit.