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csNINJA is a student-run IB CAS project. Notes are written by students for students.

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Definitions
Full Definitions and Terms
Case Study 2027
Generative AI for Image Creation
A1: Computer Fundamentals
Computer Hardware and Operation
Data Representation and Computer Logic
Operating Systems and Control Systems
[HL] Translation
A2: Networks
Network Fundamentals
Network Architecture
Data Transmissions
Network Security
- - Firewalls, NAT and MAC Filtering
- - Encryption and Digital Certificates
A3: Databases
Database Fundamentals
Database Design
Database Programming
SQL Sandbox
[HL] Alternative Databases and Data Warehouses
A4: Machine Learning
Machine Learning Fundamentals
[HL] Data Preprocessing
[HL] Machine Learning Approaches
Ethical Considerations
- - Ethical Implications of ML
- - Technology and Society
B1: Computational Thinking
Approaches to Computational Thinking
B2: Programming
Programming Fundamentals
Data Structures
Programming Constructs
Programming Algorithms
File Processing
B3: Object-Oriented Programming
Fundamentals of OOP for a Single Class
[HL] Fundamentals of OOP for Multiple Classes
B4: Abstract Data Types [HL]
Fundamentals of Abstract Data Types
Other
Syllabus Progress
About csNINJA

A4.4 Ethical Considerations

Topic A4: Machine Learning — select a subtopic below.

A4.4.1 — Ethical Implications of Machine Learning A4.4.2 — Technology and Society

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