Table of Contents
Computer Engineering
- Computer Architecture
- Digital Logic Design
- Boolean Algebra
- Operating Systems
- Embedded Systems
- Computer Networks
Computer Science
AI
- Machine Learning
- Supervised Learning
- Unsupervised Learning
- Reinforcement Learning
- Deep Learning
- Neural Network
- Convolutional Neural Network
- Recurrent Neural Network
- Self-Organizing Maps
- AI Tools
- AI Algorithms
- Genetic Algorithms & Evolutionary Methods
- Bayesian Methods
- Graph Algorithms
- Data Mining
- Data Preprocessing
- Data Exploration
- Data Mining Techniques
Mathematics
- Algebra
- Geometry
- Trigonometry
- Calculus
- Probability
- Statistics
- Set Theory
- Logics
- Propositional Logic
- First-Order Logic
- Predicate Logic
- Temporal Logic
- Modal Logic
- Linear Algebra
- Discrete Mathematics
Electrical Engineering
- Basic Electrical Concepts
- Ohm's Law and Kirchhoff's Laws
- Circuit Analysis
- Electromagnetism
- Analog Electronics
- Digital Electronics