UFRGS Computer Science Curriculum

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Curriculum Progress

Stage 1

• Algorithms and Programming
• Calculus & Analytical Geometry I
• Computational Thinking
• Introduction to Computer Science
• Program Logic and Correction

Stage 2

• Calculus & Analytical Geometry II
• Computers Architecture
• Data Structures
• Discrete Mathematics
• Probability & Statistics
• Software Testing & Verification (Bypassed)

Stage 3

• Databases 🔄
• Software Development 🔄
• Project & Analysis of Algorithms I
• Digital Circuits Project
• Theory of Computation I 🔄

Stage 4

• Linear Algebra 🔄
• Human-Computer Interaction & User Experience
• Project & Analysis of Algorithms II
• Software Engineering
• Theory of Computation II
• Organization of Computers

Stage 5

• Artificial Intelligence
• Computer Graphics & Visualization
• Operating Systems
• Project in Science & Innovation
• Numerical Calculus

Stage 6

• Computer Networks & Internet
• Images Processing & Computer Vision
• Machine Learning
• Parallel Programming
• Programming Languages I

Stage 7

• Distributed and Fault-tolerant Systems
• Natural Language Processing
• Programming Languages II
• Combinatorial Optimization
• Cybersecurity

Stage 8

• Integrator Project in Computing

Stage 9

• Final Course Project

Electives

• Elective 1
• Elective 2
• Elective 3
• Elective 4
• Elective 5
• Elective 6