Data Analytics for Semiconductor Industry Applications: Yield and Reliability Analysis
Training Provider: SINGAPORE UNIVERSITY OF TECHNOLOGY AND DESIGN
Course Reference: TGS-2023018587
S$600
Original: S$2,000
Save S$1,400
About This Course
a. To equip participants with knowledge of applications of data analysis in semiconductor industry applications
b. Able to apply the data analysis models/tools for yield and reliability study and its optimization
c. To provide hands-on sessions with the data analysis tools
d. Apply the skills and knowledge to develop relevant tools required for industrial data
What You'll Learn
Application of data analytics in semiconductor industry and analysis of large industrial data contribute to improved operational efficiency and business processes. This course equips the participants with the knowledge on applications of data analytics in the field of yield and reliability analysis in semiconductor devices/systems. Yield optimization has been regarded as one of the critical goals in the semiconductor operations and IC manufacturing. Reliability issues in semiconductor devices/ systems leads to failure of devices/systems in turn resulting in poor yield. Big data proves to be imperative in semiconductor industry and data processing requires specific data analytics with specific models for data visualization and analysis. Data analytics approach provides the ability to evaluate the impacts of many variables affecting the reliability and yield in the semiconductor manufacturing process. Hands-on sessions with data analysis models/tools help the participants to improve operational tasks and increase work productivity.
Entry Requirements
a. Semiconductor and Electronics background- Poly students and Graduates from Universities
b. Basic knowledge of programming
Course Details
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Note: To apply for this course, visit the SkillsFuture website or contact the training provider directly.
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