Categorized List Of Lessons And Subtopics For A Computer Engineering Department Curriculum.
Categories:
3 minute read
Here’s a concise overview:
Programming Fundamentals* Introduction to Programming
Data Structures
Algorithms
Object-Oriented Programming
Computer Architecture* Digital Logic Design* Boolean Algebra and Logic Gates* Basic logic gates (AND, OR, NOT, NAND, NOR, XOR, XNOR)
Number Systems and Codes* Binary, octal, and hexadecimal systems
Combinational Logic Circuits* Multiplexers and demultiplexers
Sequential Logic Circuits* Flip-flops (SR, JK, D, T)
State machines (Mealy and Moore)
Memory Systems* RAM and ROM
Programmable Logic Devices* PLAs (Programmable Logic Arrays)
PALs (Programmable Array Logic)
FPGAs (Field-Programmable Gate Arrays)
CPLDs (Complex Programmable Logic Devices)
Arithmetic Logic Unit (ALU) Design* Basic ALU operations
Digital System Design Methodologies* Top-down and bottom-up design approaches
Timing Analysis and Hazards* Clock skew and jitter
Hardware Description Languages* VHDL basics
RTL (Register Transfer Level) design
Digital Signal Processing Basics* Sampling and quantization
FFT (Fast Fourier Transform) implementation
Interfacing and Communication Protocols* Serial and parallel communication
I2C, SPI, UART protocols
Bus architectures (PCI, USB)
Interrupt handling
Power Consumption and Management* Static and dynamic power dissipation
Low-power design techniques
Clock gating and power gating
Voltage scaling
Testing and Debugging Techniques* Boundary scan and JTAG
Built-in self-test (BIST)
Fault models and fault simulation
Automated test pattern generation (ATPG)
Quantum Computing Basics* Qubits and quantum gates
Quantum circuits
Quantum algorithms (e.g., Grover’s, Shor’s)
Quantum error correction
Asynchronous Logic Design* Handshaking protocols
Delay-insensitive circuits
Asynchronous state machines
Petri nets for asynchronous systems
High-Level Synthesis* Behavioral synthesis
Scheduling and allocation
Resource sharing
Pipelining and parallelism
Reliability and Fault Tolerance* Redundancy techniques
Error detection and correction codes
Graceful degradation
Reliability analysis and prediction
Emerging Technologies in Digital Design* Neuromorphic computing
Memristors and resistive computing
Spintronics
DNA computing
Security in Digital Systems* Hardware trojans
Side-channel attacks
Physical unclonable functions (PUFs)
Secure boot and trusted execution environments
Computer Organization
Assembly Language Programming
Microprocessors and Microcontrollers
Software Engineering* Software Development Lifecycle
Design Patterns
Software Testing and Quality Assurance
Agile Methodologies
Networking* Computer Networks
Network Protocols
Network Security
Wireless Communications
Database Systems* Database Design
SQL and Relational Databases
NoSQL Databases
Data Warehousing and Mining
Operating Systems* OS Principles
Process Management
Memory Management
File Systems
Web Development* Front-end Technologies (HTML, CSS, JavaScript)
Back-end Development
Web Frameworks
RESTful APIs
Artificial Intelligence and Machine Learning* AI Fundamentals
Machine Learning Algorithms
Neural Networks and Deep Learning
Natural Language Processing
Computer Graphics and Visualization* 2D and 3D Graphics
Computer Vision
Virtual and Augmented Reality
Cybersecurity* Cryptography
Ethical Hacking
Information Security
Cyber Forensics