| No. |
Training Topic |
| Advanced Packaging |
| 1. |
Introduction to Advanced Packaging Techniques: 2.5D, 3D, Chiplets and Integration Technologies |
| 2. |
CoWoS Technology for AI Systems and HPC Packaging Integration |
| 3. |
Advanced Packaging Thermal Management for 2.5D and HPC Applications |
| 4. |
Advanced Packaging Reliability and Failure Mode |
| IC Design & Embedded Systems |
| 1. |
Systems Verification with SystemVerilog |
| 2. |
Systems Design Optimization with SystemVerilog |
| 3. |
Systems Design with High-level Synthesis |
| 4. |
Chip Layout: Partitioning & Floorplanning Automation |
| 5. |
Chip Layout: Placement & Routing (I) Automation |
| 6. |
Chip Layout: Routing (II) Automation to Timing Closure |
| 7. |
Instruction Set Extension and Datapath Design |
| 8. |
Memory Architecture |
| 9. |
Contemporary Computer Architecture |
| 10. |
Introduction to Modern Embedded System |
| 11. |
ARM Architecture & Programming – Part 1 |
| 12. |
ARM Architecture & Programming – Part 2 |
| 13. |
Digital Circuit Modeling Using Hardware Description Language |
| 14. |
Register-Transfer Level Modeling of Sequential Circuits |
| 15. |
Register-Transfer Level Modeling of Complex Sequential Circuits |
| 16. |
Semiconductor Junction Devices and Electrical Behavior |
| 17. |
Metal–Oxide–Semiconductor Field-Effect Transistor (MOSFET) Principles and Operation |
| 18. |
Advanced MOSFET Technologies and Nonideal Effects |
| 19. |
Analog CMOS Integrated Circuit Design: Fundamentals |
| 20. |
Analog CMOS Integrated Circuit Design: Basic Amplifier Circuits |
| 21. |
Analog CMOS Integrated Circuit Design: Op-Amp Circuits |
| 22. |
VLSI Circuits and Design Part 1: Modeling MOSFET and CMOS Inverter |
| 23. |
VLSI Circuits and Design Part 2: Design of CMOS Digital Logic Circuits |
| 24. |
VLSI Circuits and Design Part 3: Optimization of CMOS Digital Logic Circuits |
| 25. |
Modeling Testing for Digital Circuit |
| 26. |
Test Generation for Digital Circuit |
| 27. |
Design for Testability Method for Digital Circuit |
| Process Automation |
| 1. |
Fundamental of Machine Learning |
| 2. |
The Language of Machines: Neural Networks Meet NLP |
| 3. |
Intelligent Optimization |
| 4. |
Modelling of Linear and Non-Linear Systems |
| 5. |
Simulation and Analyses of Control Systems |
| 6. |
Feedback and Digital Control Systems |
| 7. |
Introduction to Embedded Control System |
| 8. |
Embedded Control System Design and Application |
| 9. |
Advance Embedded Control System |
| 10. |
Advanced Instrumentation Technology |
| 11. |
Sensor System and IoT Integration |
| 12. |
Safety Instrumented System for Industries |
| 13. |
Python Framework for Deep Learning |
| 14. |
Deep Learning: Mastering Neural Networks |
| 15. |
Advanced Architecture Design for Deep Learning |
| 16. |
Fundamentals in Computer Vision |
| 17. |
Object Detection and Recognition |
| 18. |
AI-based Image Enhancement – Segmentation |
| 19. |
Design Sprint: From Idea to Engineering Blueprint |
| 20. |
Smart Prototyping: Design, Test, Repeat! |
| 21. |
Build & Connect: Engineering System Integration |
| 22. |
Foundations of Mobile Robot Intelligence: Cybernetics and Behavior-Based Control |
| 23. |
Locomotion and Motion Planning: Kinematics and Dynamics of Mobile Robots |
| 24. |
Perception and Mapping: Sensor Fusion for Autonomous Navigation |
