About this Course
At the end of the course, the learner will be able to: • Identify potential data mining applications for your company. • Design a data cube and a data schema • Apply hierarchical clustering technique for quality control. • Apply K-means clustering technique for quality control • Measure correlation and dependency between process variables • Build linear regression model • Evaluate regression model accuracy and model coefficient significance • Build ARMA model • Develop regression mode and ARMA model for semi-con equipment automolding process • Develop a neural network using feed forward propagation • Develop a neural network using back propagation learning • Develop neural network for predicting process yield
Course Rating
- /5 from users
Course Enquiry
Course Info
- Course Provider SINGAPORE INSTITUTE OF MANUFACTURING TECHNOLOGY
- Course Category Technology
- Course Price $900
Comments