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Engineering Mathematics IV

SWE 241 · Semester 4

5 credits · 25 learning units

Lessons

Start with the foundations, study the topics, then practise and complete an independent project. These are learning plans; full tutorials and interactive checks are still being authored.

Subunit titles retain the curriculum’s original language.

Shared learning sequence · NWS 241 / SWE 241. Combines complementary topics from both curricula.

Start here

  1. Lesson 1Counting, events and probability language

Curriculum topics

  1. Lesson 2Basic Concepts
  2. Lesson 3Counting Techniques
  3. Lesson 4Classical Definition of Probability
  4. Lesson 5Kolmogorov Axioms
  5. Lesson 6Properties Derived from the Axioms
  6. Lesson 7Conditional Probability
  7. Lesson 8Independence of Events
  8. Lesson 9Bayes' Theorem
  9. Lesson 10Law of Total Probability
  10. Lesson 11Definition and Classification
  11. Lesson 12Probability Distributions
  12. Lesson 13Cumulative Distribution Function (CDF)
  13. Lesson 14Expected Value
  14. Lesson 15Moments
  15. Lesson 16Discrete Distributions
  16. Lesson 17Continuous Distributions
  17. Lesson 18Joint Probability Distributions
  18. Lesson 19Conditional Distributions
  19. Lesson 20Markov's Inequality
  20. Lesson 21Chebyshev's Inequality
  21. Lesson 22Law of Large Numbers
  22. Lesson 23Central Limit Theorem

Put it into practice

  1. Lesson 24Guided laboratory and troubleshooting

Work independently

  1. Lesson 25Independent project and review
Curriculum source

HND CURRICULUM-NETWORK AND SECURITY.pdf · NWS 241 · Course table: p. 11 · Outline pages: 194, 195, 196, 197

HND Computer Engineering Software Engineering Curriculum.pdf · SWE 241 · Course table: p. 11 · Outline pages: 42, 43, 44, 45