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Overview
What you will study
The learning objectives of the Data Analytics for Semiconductor Industry Applications - Yield and Reliability Analysis course offered by Singapore University of Technology and Design are:
- Learn to apply the data analysis models/tools for yield and reliability study and its optimisation
- Provide hands-on sessions with the data analysis tools
- Apply the skills and knowledge to develop relevant tools required for industrial data
Data analytics approach provides the ability to evaluate the impact of many variables affecting the reliability and yield in the semiconductor manufacturing process. Hands-on sessions with data analysis models/tools help participants to improve operational tasks and increase work productivity.
Programme Structure
The program focuses on:
- Data science and analytics
- Relevance of data analytics in semiconductor industry applications
- Yield analysis semiconductor manufacturing process
- Data modelling/analysis tools for yield optimisation
- Hands-on session in data visualisation and analysis
- Reliability and failure analysis of semiconductor devices and IC systems
- Statistics and models related to reliability and failure analysis
- Data modelling/analysis tools for reliability study
- Hands-on session to analyse the impact of different variables
Key information
Duration
- Full-time
- 2 days
Start dates & application deadlines
We did our best, but couldn't find the next application deadline and start date information online.
Language
English
Delivered
On Campus
Disciplines
Data Analytics View 23 other Short Courses in Data Analytics in SingaporeAcademic requirements
We are not aware of any specific GRE, GMAT or GPA grading score requirements for this programme.
English requirements
We are not aware of any English requirements for this programme.
Student insurance
Make sure to cover your health, travel, and stay while studying abroad. Even global coverages can miss important items, so make sure your student insurance ticks all the following:
- Additional medical costs (i.e. dental)
- Repatriation, if something happens to you or your family
- Liability
- Home contents and baggage
- Accidents
- Legal aid
We partnered with Aon to provide you with the best affordable student insurance, for a carefree experience away from home.
Get your student insurance nowStarting from €0.53/day, free cancellation any time.
Remember, countries and universities may have specific insurance requirements. To learn more about how student insurance work at Singapore University of Technology and Design and/or in Singapore, please visit Student Insurance Portal.
Other requirements
General requirements
- Basic knowledge of programming
- Electronics/Semiconductor knowledge is beneficial
- Engineers/Professionals from Semiconductor Industries
- Graduates/Post-graduates/Poly graduates with Electrical/Electronics background
- Educators teaching VLSI and semiconductor courses in Electrical/Electronics Engineering
- Administrative staff and Marketing staff working in the Semiconductor Industry
Tuition Fee
To always see correct tuition fees
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International
2180 SGD/fullTuition FeeBased on the tuition of 2180 SGD for the full programme during 2 days. -
National
2180 SGD/fullTuition FeeBased on the tuition of 2180 SGD for the full programme during 2 days.
- Permanent Residents: $654.00
- Singapore Citizens under 40 years old: $254.00
- SME - Sponsored employees: $254.00.
Living costs for Singapore
1878 - 3880 SGD /month
Living costs
The living costs include the total expenses per month, covering accommodation, public transportation, utilities (electricity, internet), books and groceries.
Funding
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