.
Below is a list of TUM CIT exam statistics or TUM CIT course statistics with grade distributions.
| Module |
Entries |
Avg. Total |
Avg. Passed |
Perc. Failed |
|
IN0001 Introduction to Informatics 1
|
6
|
3.58 |
3.0 |
33.25% |
|
IN0001E Introduction to Informatics 1
|
1
|
3.18 |
2.7 |
22.94% |
|
IN0002 Fundamentals of Programming (Exercises & Laboratory)
|
7
|
3.37 |
2.45 |
37.04% |
|
IN0003 Functional Programming and Verification
|
7
|
3.37 |
2.44 |
38.81% |
|
IN0004 Introduction to Computer Organization and Technology - Computer Architecture
|
8
|
4.07 |
3.21 |
53.61% |
|
IN0005 Basic Practical Course: Computer Architecture
|
10
|
3.0 |
2.32 |
25.4% |
|
IN0006 Introduction to Software Engineering
|
7
|
3.27 |
2.45 |
34.38% |
|
IN0007 Fundamentals of Algorithms and Data Structures
|
6
|
3.41 |
2.84 |
31.6% |
|
IN0007_E Fundamentals of Algorithms and Data Structures
|
1
|
3.38 |
2.87 |
26.4% |
|
IN0008 Fundamentals of Databases
|
8
|
2.95 |
2.53 |
18.72% |
|
IN0009 Basic Principles: Operating Systems and System Software
|
8
|
3.1 |
2.36 |
30.04% |
|
IN0010 Introduction to Computer Networking and Distributed Systems
|
6
|
3.31 |
2.29 |
40.31% |
|
IN0010E Introduction to Computer Networking and Distributed Systems
|
1
|
3.21 |
2.44 |
33.17% |
|
IN0011 Introduction to Theory of Computation
|
8
|
3.94 |
3.04 |
50.26% |
|
IN001309 Seminar Course Prime Numbers: Complexity and Algorithms
|
1
|
1.9 |
1.9 |
0.0% |
|
IN001319 Seminar Course - Game Engine Design
|
1
|
3.17 |
2.03 |
40.0% |
|
IN0015 Discrete Structures
|
7
|
3.92 |
3.29 |
51.74% |
|
IN0018 Discrete Probability Theory
|
7
|
3.54 |
2.73 |
39.8% |
|
IN0018_E Discrete Probability Theory
|
1
|
4.31 |
3.6 |
64.61% |
|
IN0019 Numerical Programming
|
11
|
2.86 |
2.49 |
18.01% |
|
IN0021 Introduction to Information Systems
|
2
|
2.4 |
1.93 |
16.03% |
|
IN0024 Operations Research
|
1
|
3.6 |
2.84 |
39.48% |
|
IN0037 Game Physics
|
1
|
3.41 |
2.79 |
30.0% |
|
IN0038 Realtime Computer Graphics
|
2
|
3.55 |
2.93 |
35.11% |
|
IN0042 IT-Security
|
1
|
3.88 |
3.16 |
44.38% |
|
IN2001 Algorithms for Scientific Computing
|
3
|
3.24 |
2.43 |
34.29% |
|
IN2003 Efficient Algorithms and Data Structures I
|
8
|
3.77 |
2.74 |
48.39% |
|
IN2004 Efficient Algorithms and Data Structures II
|
1
|
2.95 |
2.16 |
30.0% |
|
IN2005 Scientific Computing I
|
1
|
3.53 |
2.84 |
36.07% |
|
IN2010 Modelling and Simulation
|
5
|
2.86 |
2.43 |
18.37% |
|
IN2012 Parallel Numerics
|
2
|
3.41 |
3.04 |
21.52% |
|
IN2015 Image Synthesis
|
1
|
3.08 |
2.71 |
17.86% |
|
IN2016 Image Understanding II: Robot Vision
|
1
|
2.15 |
1.85 |
9.59% |
|
IN2018 Augmented Reality
|
1
|
3.41 |
2.74 |
33.0% |
|
IN2021 Computer Aided Medical Procedures
|
1
|
2.96 |
2.55 |
19.48% |
|
IN2023 Image Understanding I: Machine Vision Algorithms
|
3
|
2.5 |
2.18 |
13.64% |
|
IN2026 Visual Data Analytics
|
2
|
2.78 |
2.38 |
15.33% |
|
IN2028 Business Analytics and Machine Learning
|
2
|
3.93 |
2.86 |
53.26% |
|
IN2030 Data Mining and Knowledge Discovery
|
4
|
3.45 |
3.12 |
20.0% |
|
IN2031 Application and Implementation of Database Systems
|
3
|
2.41 |
2.15 |
9.74% |
|
IN2032 Electronic Publishing / Document Engineering and the World-Wide Web
|
1
|
1.92 |
1.77 |
4.72% |
|
IN2040 Virtual Machines
|
3
|
4.25 |
3.19 |
61.54% |
|
IN2041 Automata and Formal Languages
|
5
|
3.64 |
2.86 |
36.96% |
|
IN2049 Logic
|
2
|
3.79 |
3.04 |
40.0% |
|
IN2052 Petri Nets
|
2
|
3.52 |
3.06 |
31.43% |
|
IN2053 Program Optimization
|
3
|
3.71 |
2.94 |
40.63% |
|
IN2055 Semantics
|
4
|
1.93 |
1.83 |
3.23% |
|
IN2060 Real-Time Systems
|
5
|
2.46 |
2.27 |
7.69% |
|
IN2061 Introduction to Digital Signal Processing
|
2
|
2.4 |
2.4 |
0.0% |
|
IN2062 Techniques in Artificial Intelligence
|
10
|
3.28 |
2.84 |
24.32% |
|
IN2064 Machine Learning
|
11
|
2.94 |
2.4 |
23.06% |
|
IN2067 Robotics
|
3
|
2.38 |
2.23 |
5.83% |
|
IN2073 Cloud Computing
|
2
|
3.51 |
2.98 |
37.55% |
|
IN2075 Microprocessors
|
4
|
2.31 |
1.93 |
13.89% |
|
IN2076 Advanced Computer Architecture
|
5
|
3.17 |
2.43 |
37.11% |
|
IN2080 Modelling of Distributed Systems
|
1
|
3.72 |
3.19 |
29.03% |
|
IN2081 Patterns in Software Engineering
|
5
|
2.12 |
1.77 |
11.78% |
|
IN2083 Project Organisation and Management in Software Engineering
|
2
|
2.29 |
2.02 |
10.2% |
|
IN2084 Advanced Topics of Software Testing
|
3
|
3.51 |
2.75 |
36.3% |
|
IN2087 Software Engineering for Business Applications - Master's Course: Web Application Engineering
|
3
|
2.02 |
1.66 |
10.93% |
|
IN2088 Software Architectures
|
1
|
3.41 |
2.87 |
25.27% |
|
IN2089 Strategic IT Management
|
1
|
2.65 |
2.33 |
12.8% |
|
IN2093 eLearning - Techniques and Infrastructures
|
1
|
1.35 |
1.35 |
0.0% |
|
IN2097 Advanced Computer Networking
|
6
|
3.06 |
2.36 |
29.21% |
|
IN2101 Network Security
|
10
|
2.54 |
2.26 |
11.11% |
|
IN2102 Distributed Applications
|
2
|
2.97 |
2.71 |
14.0% |
|
IN2111 3D User Interfaces
|
1
|
2.64 |
2.45 |
7.69% |
|
IN2113 Programming Languages
|
2
|
3.56 |
2.96 |
32.43% |
|
IN2114 Automotive Software Engineering
|
1
|
2.6 |
2.44 |
7.69% |
|
IN2118 Database Systems on Modern CPU Architectures
|
3
|
3.09 |
2.08 |
34.62% |
|
IN2119 User Modeling and Recommender Systems
|
3
|
2.48 |
2.05 |
16.28% |
|
IN2124 Basic Mathematical Methods for Imaging and Visualization
|
4
|
3.66 |
2.97 |
37.82% |
|
IN2125 Virtualization Techniques
|
2
|
2.66 |
2.47 |
8.82% |
|
IN212813 Praktikum: Advanced Systems Programming in C/Rust
|
3
|
2.69 |
1.9 |
25.53% |
|
IN2129 Practical Course Software Engineering for Business Information Systems - Web Applications
|
1
|
1.48 |
1.48 |
0.0% |
|
IN2133 Principles of Computer Vision
|
2
|
3.17 |
2.62 |
25.0% |
|
IN2138 Robot Motion Planning
|
2
|
2.33 |
2.19 |
5.33% |
|
IN2147 Parallel Programming
|
5
|
3.83 |
2.99 |
44.78% |
|
IN2160 Randomized Algorithms
|
1
|
2.77 |
1.81 |
30.0% |
|
IN2161 Networks for Monetary Transactions
|
3
|
1.67 |
1.67 |
0.0% |
|
IN2178 Security Engineering
|
6
|
2.91 |
2.54 |
16.93% |
|
IN218305 B.Sc./M.Sc. Seminar: Future Trends in High Performance Computing
|
1
|
2.17 |
1.54 |
18.18% |
|
IN218306 Seminar High Dimensional Methods in Scientific Computing
|
1
|
1.35 |
1.05 |
7.69% |
|
IN218307 Seminar: Topics of Quantum Computing
|
2
|
1.49 |
1.49 |
0.0% |
|
IN2194 Peer-to-Peer-Systems and Security
|
4
|
2.04 |
1.78 |
8.47% |
|
IN2196 Secure Mobile Systems
|
2
|
3.33 |
2.83 |
25.49% |
|
IN2196_E Secure Mobile Systems
|
1
|
4.09 |
3.14 |
57.58% |
|
IN2197 Cryptography
|
2
|
2.28 |
2.28 |
0.0% |
|
IN2209 IT Security
|
6
|
3.69 |
2.72 |
47.92% |
|
IN2210 Tracking and Detection in Computer Vision
|
2
|
2.44 |
2.24 |
8.33% |
|
IN2211 Auction Theory and Market Design
|
4
|
3.55 |
3.05 |
30.95% |
|
IN2219 Query Optimization
|
4
|
3.01 |
2.3 |
27.94% |
|
IN2221 Protein Prediction I Beginners
|
3
|
3.25 |
2.62 |
26.44% |
|
IN2222 Cognitive Systems
|
2
|
2.12 |
1.97 |
5.0% |
|
IN2227 Compiler Construction I
|
6
|
4.24 |
3.27 |
61.49% |
|
IN2228 Computer Vision II: Multiple View Geometry
|
4
|
3.19 |
2.47 |
30.39% |
|
IN2229 Computational Social Choice
|
1
|
2.66 |
2.17 |
20.2% |
|
IN2239 Algorithmic Game Theory
|
5
|
4.11 |
3.45 |
56.0% |
|
IN2241 Social Computing
|
4
|
2.27 |
1.88 |
13.95% |
|
IN2246 Computer Vision I: Variational Methods
|
2
|
3.18 |
2.47 |
28.85% |
|
IN2252 High Performance Computing - Algorithms and Applications
|
3
|
3.07 |
2.7 |
19.05% |
|
IN2259 Distributed Systems
|
9
|
3.26 |
2.98 |
18.42% |
|
IN2267 Transaction Systems
|
2
|
3.32 |
2.58 |
34.78% |
|
IN2288 Event processing
|
1
|
2.59 |
2.43 |
7.34% |
|
IN2298 Advanced Deep Learning for Physics
|
2
|
1.33 |
1.33 |
0.0% |
|
IN2304 Online and Approximation Algorithms
|
1
|
2.66 |
2.24 |
15.38% |
|
IN2305 Cyber-Physical Systems
|
4
|
3.2 |
2.48 |
30.38% |
|
IN2309 Advanced Topics of Software Engineering
|
5
|
3.09 |
2.39 |
28.83% |
|
IN2311 Turbulent Flow Simulation on HPC-Systems
|
2
|
1.28 |
1.28 |
0.0% |
|
IN2315 Network Coding
|
2
|
2.3 |
2.1 |
9.09% |
|
IN2322 Protein Prediction I for Computer Scientists
|
2
|
2.03 |
1.78 |
7.81% |
|
IN2323 Machine Learning for Graphs and Sequential Data
|
6
|
2.67 |
2.21 |
18.57% |
|
IN2326 Foundations in Data Engineering
|
3
|
2.97 |
2.47 |
21.05% |
|
IN2333 Protocol Design
|
1
|
1.45 |
1.45 |
0.0% |
|
IN2339 Data Analysis and Visualization in R
|
1
|
3.55 |
2.86 |
36.97% |
|
IN2340 Quantitative Verification
|
1
|
3.02 |
2.6 |
22.73% |
|
IN2345 Algorithms for Uncertainty Quantification
|
3
|
2.73 |
2.34 |
16.07% |
|
IN2346 Introduction to Deep Learning
|
10
|
3.55 |
2.85 |
32.6% |
|
IN2347 Functional Data Structures
|
3
|
2.43 |
2.11 |
14.63% |
|
IN2348 Lecture Series: What is digitalization?
|
1
|
0.0 |
0.0 |
NaN% |
|
IN2349 Advanced Deep Learning for Robotics
|
1
|
2.0 |
1.72 |
8.33% |
|
IN2354 3D Scanning & Motion Capture
|
3
|
2.09 |
2.04 |
1.82% |
|
IN2356 Autonomous Driving
|
3
|
2.74 |
2.49 |
10.87% |
|
IN2357 Machine Learning for Computer Vision
|
2
|
3.63 |
2.93 |
33.87% |
|
IN2358 Lambda Calculus
|
2
|
3.85 |
2.83 |
48.57% |
|
IN2359 Blockchain-based Systems Engineering
|
3
|
3.09 |
2.68 |
20.17% |
|
IN2360 Advanced Algorithms
|
2
|
3.33 |
2.25 |
42.86% |
|
IN2361 Natural language Processing
|
6
|
3.19 |
2.8 |
20.21% |
|
IN2364 Advanced Deep Learning for Computer Vision
|
1
|
2.06 |
2.06 |
0.0% |
|
IN2365 Parallel Programming Systems
|
1
|
2.15 |
2.01 |
4.55% |
|
IN2366 Modelling and Simulation (Focus Analysis)
|
1
|
2.53 |
2.2 |
12.5% |
|
IN2375 Computer Vision III: Detection, Segmentation, and Tracking
|
3
|
3.36 |
2.96 |
22.64% |
|
IN2377 Concepts of C++ Programming
|
3
|
2.75 |
2.42 |
13.81% |
|
IN2378 Statistical Foundations of Learning
|
2
|
2.87 |
2.31 |
25.93% |
|
IN2381 Introduction to Quantum Computing
|
5
|
3.15 |
2.66 |
25.0% |
|
IN2386 Cloud-Based Data Processing
|
1
|
3.22 |
2.77 |
22.35% |
|
IN2392 Machine Learning for 3D Geometry
|
3
|
2.81 |
2.65 |
6.78% |
|
IN2394 Requirements Engineering
|
1
|
3.27 |
2.78 |
24.86% |
|
IN2403 Artificial Intelligence in Medicine
|
1
|
2.38 |
2.29 |
3.33% |
|
IN2407 Hardware Security
|
1
|
3.36 |
2.72 |
28.57% |
|
IN305004 Architectures for Managing Big Data in the Enterprise
|
1
|
3.38 |
2.9 |
22.92% |
|
IN4008 Practical Course IT-Sicherheit - Honeynet
|
1
|
1.87 |
1.87 |
0.0% |
|
IN4013 Advanced Practical Course XML-Technologies
|
1
|
1.09 |
1.09 |
0.0% |
|
IN4032 Practical Course - Algorithms for Programming Contests
|
1
|
1.87 |
1.87 |
0.0% |
|
IN4049 Practical Course iOS
|
1
|
1.2 |
1.1 |
2.38% |
|
IN4051 Practical Course Algorithms for Programming Contests
|
1
|
1.87 |
1.87 |
0.0% |
|
IN4060 Advanced Practical Course Internet ilab1
|
2
|
1.66 |
1.5 |
4.55% |
|
IN4085 Advanced Practical Course Scientific Computing: 3D Games Physics
|
1
|
1.25 |
1.25 |
0.0% |
|
IN4097 Advanced Practical Course Internet Lab - ilab²
|
1
|
1.64 |
1.47 |
4.76% |
|
IN4113 Advanced Practical Course Root-Kit Programming
|
1
|
1.23 |
1.23 |
0.0% |
|
IN4120 Advanced Practical Course Hacking - Binary-Exploitation
|
3
|
1.36 |
1.36 |
0.0% |
|
IN4135 Advanced Practical Course System Administration
|
1
|
1.12 |
1.12 |
0.0% |
|
IN4136 Advanced Practical Course Project Management and Software Development for Medical Applications
|
1
|
1.65 |
1.28 |
10.0% |
|
IN4146 Practical Course Implementation of Database Systems
|
1
|
1.29 |
1.29 |
0.0% |
|
IN4161 Advanced Practical Course Web Application Security
|
1
|
1.15 |
1.15 |
0.0% |
|
IN4172 Practical Course Advanced Techniques in Binary Exploitation
|
1
|
1.51 |
1.51 |
0.0% |
|
IN4174 Advanced Practical Course - Visual Navigation
|
1
|
1.57 |
1.36 |
5.88% |
|
IN4186 Advanced Practical Course - Image Reconstruction and Visualization using C++
|
1
|
2.39 |
1.52 |
25.0% |
|
IN4205 Advanced Practical Course Algorithms for Programming Contests
|
2
|
1.4 |
1.4 |
0.0% |
|
IN4221 Advanced Practical Course Motion Planning for Autonomous Vehicles
|
1
|
2.0 |
1.41 |
16.67% |
|
IN4224 Advanced Practical Course IoT (Internet of Things)
|
2
|
2.17 |
2.05 |
5.56% |
|
IN4235 Master practical course - Micromouse: Designing an Educational Racing-Robot from Scratch
|
1
|
1.3 |
1.3 |
0.0% |
|
IN4240 Practical Course - Internet Lab - IlabX
|
1
|
2.51 |
2.09 |
14.29% |
|
IN4256 Systems Programming in C++
|
2
|
2.05 |
1.63 |
12.5% |
|
IN4259 Practical Course - Deep Learning from Scratch in C++
|
1
|
2.17 |
1.9 |
8.7% |
|
IN4267 Master-Praktikum - Machine Learning in Crowd Modeling and Simulation
|
1
|
1.46 |
1.46 |
0.0% |
|
IN4286 Master Lab Course - Explainable AI for Machine Learning
|
1
|
1.47 |
1.28 |
5.0% |
|
IN4288 Practical course: Correspondence and Matching Problems in Computer Vision
|
1
|
1.28 |
1.28 |
0.0% |
|
IN4408 Master-Seminar - Beyond Deep Learning: Selected Topics on Novel Challenges
|
1
|
1.5 |
1.5 |
0.0% |
|
IN4409 Master-Seminar – Theoretical advances in deep learning
|
1
|
3.0 |
1.57 |
41.67% |
|
IN4416 Seminar - Systems Hardening
|
1
|
3.41 |
1.83 |
50.0% |
|
IN4435 Master-Seminar - Large-Scale Graph Processing and Graph Partitioning
|
1
|
1.27 |
1.27 |
0.0% |
|
IN4437 Seminar: Rust
|
1
|
1.81 |
1.6 |
6.25% |
|
IN4462 Master-Seminar - Medical Image Registration
|
1
|
1.54 |
1.37 |
4.76% |
|
IN4489 Seminar - Formal Methods in IT Security
|
1
|
2.43 |
1.15 |
33.33% |
|
IN4561 Advanced Seminar Course Analysis of Software Bugs
|
2
|
1.27 |
1.27 |
0.0% |
|
IN4572 Advanced Seminar Course Software Quality
|
2
|
1.88 |
1.88 |
0.0% |
|
IN4595 Seminar Course - Innovative Internet Technologies and Mobile Communications
|
2
|
1.67 |
1.67 |
0.0% |
|
IN4600 Block Seminar - Innovative Internet Technologies and Mobile Communications
|
2
|
1.5 |
1.5 |
0.0% |
|
IN4708 Advanced Seminar Course Reverse Code Engineering
|
1
|
1.37 |
1.37 |
0.0% |
|
IN4724 Advanced Seminar Course Internet-scale Distributed Systems
|
1
|
2.02 |
2.02 |
0.0% |
|
IN4751 Seminar - Methods and Techniques of Software Performance Management in Internet of Things
|
1
|
2.72 |
1.7 |
30.77% |
|
IN4775 Seminar Course Techniques for Implementing Main Memory Database Systems
|
1
|
1.59 |
1.59 |
0.0% |
|
IN4778 Advanced Seminar Course Recent Highlights in Graphics, Special Effects and Visualization
|
2
|
1.59 |
1.59 |
0.0% |
|
IN4790 Advanced Seminar Course JavaScript Technology
|
1
|
1.22 |
1.22 |
0.0% |
|
IN4808 Seminar Course Selected Topics in Efficient Algorithms
|
1
|
1.63 |
1.63 |
0.0% |
|
IN4889 Advanced Seminar Course Internet Measurements
|
2
|
1.88 |
1.88 |
0.0% |
|
IN4906_3 Practical Seminar Legal Tech Special
|
1
|
2.0 |
1.87 |
4.17% |
|
IN4909 Advanced Seminar Blockchain Technologies
|
1
|
1.47 |
1.3 |
4.76% |
|
IN4911 Master Seminar 3D Vision
|
1
|
1.32 |
1.32 |
0.0% |
|
IN4923 Seminar - Trends in Information Systems: Agility and DevOps
|
1
|
1.51 |
1.51 |
0.0% |
|
IN4924 Seminar: C++: Discovering and Teaching Modern C++17 Programming
|
1
|
1.64 |
1.34 |
8.33% |
|
IN4927 Seminar Data Mining
|
4
|
1.33 |
1.15 |
4.76% |
|
IN4967 Seminar: String Matching
|
1
|
1.37 |
1.37 |
0.0% |
|
IN4971 Seminar Course - Modern Database Systems
|
1
|
1.53 |
1.53 |
0.0% |
|
IN710615S Advanced Practical Course Games Engineering: Computer Graphics and Visualization
|
1
|
1.26 |
1.26 |
0.0% |
|
IN710615W Advanced Practical Course Games Engineering: Computer Graphics and Visualization
|
1
|
1.53 |
1.53 |
0.0% |
|
IN8005 Introduction into Computer Science (for non Informatics studies, TUM BWL)
|
1
|
3.27 |
2.61 |
31.82% |
|
IN8009 Algorithms and Data Structures
|
1
|
3.51 |
3.34 |
16.33% |
|
IN9003 Informatics and Law
|
1
|
2.55 |
2.28 |
9.76% |
|
IN9006 Entrepreneurship for Small Software-oriented Enterprises
|
1
|
1.56 |
1.56 |
0.0% |
|
IN9007 SET-Tutor
|
3
|
0.0 |
0.0 |
0.0% |
|
IN9009 Leading Yourself and Others
|
1
|
1.22 |
1.22 |
0.0% |
|
IN901001 Seminar Scientists and Ethics
|
1
|
1.42 |
1.42 |
0.0% |
|
IN9015 Information Literacy
|
2
|
1.42 |
1.42 |
0.0% |
|
IN9017 Entrepreneurship
|
1
|
1.23 |
1.23 |
0.0% |
|
IN9028 Pedagogical Training in Didactics for Tutors
|
3
|
0.0 |
0.0 |
3.08% |
|
IN9034 Intercultural Aspects of Working in Global Teams
|
1
|
1.91 |
1.91 |
0.0% |