Live Webinar

Predictive Analytics in Manufacturing

- Take advantage of Predictive Analytics to drive faster and accurate decision-making by extracting valuable insights from complex and diverse data. -


Date: 2 December 2021, Thursday
Time: 2:00PM - 3:30PM (Singapore) | 11:30AM - 1:00PM (India)
Presenter: MK Woon
Location:
 Zoom Live Webinar
Registration: Free for JMP Users

As manufacturers start to collect massive amount of data to gain a competitive age, many organizations have started to harness the power of analytics to identify root-causes in a short amount of time and drive more accurate decision making.

Suitable for intermediate to advance users, in this 1.5-hour webinar, we will be using a case study from Semiconductor Manufacturing to demonstrate how you can easily apply Predictive Analytics to identify the potential causes of Low Yield from input data and processing parameters. 

Topics that will be covered in the webinar includes: 
  1. Exploratory Data Analysis - to understand potential relationships between variables, and find anomalies. 
  2. Decision Tree - find factors that are key drivers using partitioning. 
  3. Neural Network - Discovering and predicting patterns. 
  4. Stepwise Regression - an approach to selecting a subset of effects for a regression model
  5. Generalized Regression - to create robust linear models and select the best model interactively.
  6. Model Screening - Fit and Compare Multiple Prediction Models

Who is this webinar for? 

Engineers working in the Manufacturing Sector, Semiconductor, High-Tech, R&D department who are looking for ways to implement Predictive Analysis especially relevant to:   

  • Process Engineer / Process Integration Engineer (PI)
  • Product Engineer (PE) / Yield Enhanced Engineer (YE)
  • Product and Testing Engineer (PTE)
  • Quality Engineers (QE)
  • Manufacturing & Industrial Engineers (ME / IE) 
  • Operational Excellence

Recommended Level: Intermediate to Advance

If you did not receive the confirmation email, please check your Spam/Quarantine Folder. Else, please email to sabrina.fong@jmp.com

Register now to attend online.

*
*
*
 
*
*
*
*
  Please subscribe me to JMP Newswire, the monthly newsletter for JMP users.
  Yes, you may send me emails occasionally about JMP products and services. I understand that I can withdraw my consent at any time by clicking the opt-out link in the emails.

JMP is a division of SAS Institute Inc. Your information will be handled in accordance with the SAS Privacy Statement.