Probabilistic Methods in Engineering

Resources for the course ECE4010J / Ve401

About the Course

This is a first course in probability and statistics for engineering students in years 2 to 4. It provides a modern introduction to statistics, introducing just enough probability theory to support the statistical concepts. Rather than follow the traditional textbook approaches to statistics, a more modern, up-to-the-moment perspective is used.

The course is fast-paced and work-intensive. Knowledge of single- and multivariable calculus as well as linear algebra is assumed. The goal is to prepare students for further, more advanced or specialized courses in statistics, machine learning, data analytics and othr engineering fields where probability or statistics play an important role.

SYLLABUS

The course syllabus of Spring 2022.

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LECTURE SLIDES

These lecture slides were used in the course in Spring 2022.

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SUPPLEMENTARY READING

Various texts that are referenced in the course and not available elsewhere.

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COURSEWORK

Groups of 3 students work on weekly assignments.

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SELF-STUDY MODULES

These modules explore individual topics in greater depth.

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TERM PROJECTS

Term projects are an important part of the course. Students work in groups to study topics in detail.

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SAMPLE EXAM EXERCISES

The course includes a midterm and a final exam.

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