MU (Mumbai University) Term Test - II Important Questions for ECS Semester 6
- Ishita Raikar
- Apr 11
- 2 min read
Break your syllabus into small parts and set daily goals. Use simple notes or flowcharts to revise quickly. Don’t skip solving PYQs – they give a clear idea of the paper pattern
IMPS for ML
Explain Applications of Machine Learning.
Write a short note on the EM algorithm with an example.
Explain the steps involved in principal component analysis. OR Explain the Principal component analysis algorithm in detail with the help of an example.
What is Regularized Regression?
Justify, Perceptron works only for linear separable problem.
Explain Delta Learning Rule (LMS-Widrow Hoff) with an example for AND gate (Note: Bipolar AND gate). Min one epoch is required.
Explain backpropagation algorithm. OR Draw and explain the architecture and algorithm of backpropagation neural networks.
Explain Issues in Machine Learning Applications
Compare supervised and unsupervised learning.
Explain the concept of Symmetric Positive Definite Matrices.
IMPS for IA
Explain the requirements of Automation Systems.
Explain supervisory control and data acquisition (SCADA) with suitable diagrams.
Write a short note on Industrial bus systems: Mod bus & Profi-bus & Ether CAT.
Explain cavitation for a control Valve.
Write a short note on DC and AC servo drives for motion control.
How do computers assist in industrial measurement and control systems?
What are the key features of computer-based data acquisition systems?
Explain in brief selection criteria of PLC.
Explain PLC with a block diagram of the components of PLC.
Explain the concept of a sequential flow chart. How is it applied in PLC programming?
IMPS for EPD
What are different classes of electronic products? Give any one suitable example for each class?
What are the product development challenges? Explain in detail.
Compare a Functional Design and Architectural Design for a Smartphone.
Explain black box, White box and grey box testing compare the same as per the performance of each.
What is the importance of a bill of material? Explain bill of material with suitable examples.
Explain the contents of the service manual, instruction manual & user manual.
Define product-market fit and explain its importance in the product development process.
How can a company identify and analyze the available marketplace for its product?
What is idea segmentation, and how does it contribute to effective product development?
Discuss the importance of certifications for electronic products and the differences between Indian and international standards for product compliance.
More Subjects and full downloadable PDFs are available in the Bh.Studyroom.
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