Categorized List Of Lessons And Subtopics For A Computer Engineering Department Curriculum.
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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)
Boolean functions and expressions
Truth tables
Karnaugh maps
Number Systems and Codes
Binary, octal, and hexadecimal systems
Signed and unsigned numbers
Fixed-point and floating-point representation
BCD, Gray code, and other encoding schemes
Combinational Logic Circuits
Multiplexers and demultiplexers
Encoders and decoders
Adders and subtractors
Comparators
Sequential Logic Circuits
Flip-flops (SR, JK, D, T)
Registers and counters
Shift registers
State machines (Mealy and Moore)
Memory Systems
RAM and ROM
Cache memory
Memory hierarchy
Memory interfacing
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
Carry look-ahead adders
Multiplication and division circuits
Floating-point arithmetic units
Digital System Design Methodologies
Top-down and bottom-up design approaches
Modular design
Design for testability
Synchronous and asynchronous design
Timing Analysis and Hazards
Clock skew and jitter
Setup and hold times
Static and dynamic hazards
Metastability
Hardware Description Languages
VHDL basics
Verilog basics
RTL (Register Transfer Level) design
Behavioral and structural modeling
Digital Signal Processing Basics
Sampling and quantization
A/D and D/A converters
Digital filters
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
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