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A1 Computer fundamentals
A1.1 Computer hardware and operation
A1.2 Data representation and computer logic
A1.3 Operating systems and control systems
A1.4 Translation (HL only)
A2 Networks
A2.1 Network fundamentals
A2.2 Network architecture
A2.3 Data transmissions
A2.4 Network security
A3 Databases
A3.1 Database fundamentals
A3.2 Database design
A3.3 Database programming
A3.4 Alternative databases and data warehouses (HL only)
A4 Machine learning
A4.1 Machine learning fundamentals
A4.2 Data preprocessing (HL only)
A4.3 Machine learning approaches (HL only)
A4.4 Ethical considerations
B1 Computational thinking
B1.1 Approaches to computational thinking
B2 Programming
B2.1 Programming fundamentals
B2.2 Data structures
B2.3 Programming constructs
B2.4 Programming algorithms
B2.5 File processing
B3 Object-oriented programming
B3.1 Fundamentals of OOP for a single class
B3.2 Fundamentals of OOP for multiple classes (HL only)
B4 Abstract data types (HL only)
B4.1 Fundamentals of ADTs
A4.1.1 Types of Machine Learning and Their Applications in the Real World
18 minute read
A4.1.2 Hardware Requirements for Various Scenarios Where Machine Learning is Deployed
15 minute read
A4.1 Machine Learning Fundamentals