Data Analytics and Machine Learning for Manufacturing: fundamentals (part 2)

This course provides a comprehensive introduction to data analytics and machine learning techniques essential for manufacturing. Participants will learn to build and evaluate linear and logistic regression models, implement regression projects, and classify data using Bayes networks and other classifiers. Practical skills are developed through hands-on projects, including generating HTML files, ensuring participants can apply these techniques effectively in real-world manufacturing scenarios. The course culminates with a final assessment to solidify understanding and application of the concepts learned.