Probability and Statistics

This course prepares students to apply the concepts of probability, random variables and probability distributions, apply inferential statistics to analyse data, and explain the concepts of descriptive statistics and data presentation. Study materials: Mathematical and Statistical Foundations (MSF).

Topics

1. Probability, random variables and probability distributions
2. Inferential statistics for data analysis
3. Descriptive statistics and data presentation

Each course outcome derives from one programme outcome.

1. CPMK0603

   Students are able to apply the basic concepts of mathematics and statistics to solve computational problems.

   CPL06
2. CPMK0604

   Students are able to explain the basic concepts of mathematics and statistics to solve computational problems.

   CPL06

CPL06

Analyse and implement fundamental concepts of mathematics, statistics, algorithms and computer systems as the foundation of computing.

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Prerequisite for

• IF25-22016 Artificial Intelligence · 3 credits · Semester 4

• IF2214 Probabilitas dan Statistika · 3 credits · Kode, semester 4→3