A1 Computer fundamentals
A2 Networks
A3 Databases
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
B2 Programming
B3 Object-oriented programming
B4 Abstract data types (HL only)
Browse syllabus-aligned notes for A4.2 Data Preprocessing. Open each subtopic for focused explanations, examples, and summaries.
A4.2.1 Significance of Data Cleaning (HL only)
12 minute read
A4.2.2 Role of Feature Selection (HL only)
14 minute read
A4.2.3 Importance of Dimensionality Reduction (HL only)
8 minute read