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1. System fundamentals
1.1 Systems in organizations
1.2 System design basics
2. Computer organization
2.1 Computer organization
3. Networks
3.1 Networks
4. Computational thinking, problem-solving and programming
4.1 General principles
4.2 Connecting computational thinking and program design
4.3 Introduction to programming
5. Abstract data structures (HL)
5.1 Abstract data structures
6. Resource management (HL)
6.1 Resource management
7. Control (HL)
7.1 Control
A. Databases
A.1 Basic concepts
A.2 The relational database model
A.3 Further aspects of database management
A.4 Further database models and database analysis
B. Modelling and simulation
B.1 The basic model
B.2 Simulations
B.3 Visualization
B.4 Communication modelling and simulation
C. Web science
C.1 Creating the web
C.2 Searching the web
C.3 Distributed approaches to the web
C.4 The evolving web
C.5 Analysing the web
C.6 The intelligent web
D. Object-oriented programming (OOP)
D.1 Objects as a programming concept
D.2 Features of OOP
D.3 Program development
D.4 Advanced program development
B.4.1 Genetic Algorithms
7 minute read
B.4.2 Structure of Neural Networks
4 minute read
B.4.3 Applications of Neural Network Modelling
9 minute read
B.4.4 Neural Networks for Pattern Recognition
B.4.5 Structures of Natural Language
5 minute read
B.4.6 Human vs. Machine Language
10 minute read
B.4.7 Evolution of Machine Translators
6 minute read
B.4.8 Chatbots and Conversation Simulation
B.4.9 Advances in Natural Language Processing
13 minute read
B.4 Communication Modelling and Simulation