Faculty of Arts & Science · St. George
CSC311H1
Introduction to Machine Learning
What was the average?
Not reported
No student has contributed a result for this offering yet.
How is it graded?
Not yet verified
No syllabus we can lawfully use has been verified for this course.
How confident is this?
Unknown
A small number of terms, so read it as a range.
From the calendar
Official source · Faculty of Arts & ScienceAn introduction to methods for automated learning of relationships on the basis of empirical data. Classification and regression using nearest neighbour methods, decision trees, linear models, and neural networks. Clustering algorithms. Problems of overfitting and of assessing accuracy.
- Exclusions
- CSC311H5CSC411H1CSC411H5CSCC11H3ECE421H1STA314H1
- Contact hours
- 24 lecture · 12 tutorial
- Total scheduled hours for the course, not per week.
If you are a Faculty of Arts & Science student
One option from each line
CSC207H1, CSC207H5, or CSCB07H3
MAT235H1, MAT235Y1, MAT237Y1, MAT257Y1, MAT135H1 and MAT136H1, MAT158H1 and MAT159H1, MAT137Y1, or MAT157Y1
If you are a Faculty of Applied Science and Engineering student
One option from each line
APS105H1, APS106H1, ESC180H1, or CSC180H1
MAT291H1, MAT294H1, MIE230H1, MAT186H1 and MAT187H1, MAT194H1 and MAT195H1, or ESC194H1 and ESC195H1
STA286H1, CHE223H1, CME263H1, MIE231H1, MIE236H1, MSE238H1, or ECE286H1
These are alternative routes, not a combined list. Satisfying one of them is enough — the calendar states a different prerequisite depending on which faculty you are registered in.
How well we know this course
2023–2024Pyko’s archive holds 83 documents for CSC311H1, across 2 years between 2023 and 2024.
- 1
- Final exams
- 2
- Midterms
- 3
- Solution sets
- 11
- Assignments
- 48
- Lecture notes
- 18
- Tutorial material
Both a midterm and a final appear in what we hold, so this course has historically been assessed on both rather than on a single end-of-term paper.
Counts, not a library. Pyko does not host or distribute course files, and this page is not an offer to supply one — the archive is what lets these pages describe how a course is assessed, which matters most where no syllabus has been verified.
What we don’t have yet
Source ledger
Report an error →| Claim | Source | Captured | Status |
|---|---|---|---|
| Course description, prerequisites, exclusions, contact hours | Faculty of Arts & Science | 2026-07-25 | public fact |
| 83 archived documents, 2023-2024 | Pyko archive | 2026-07-25 | index only |
Page last verified 2026-07-25. A claim whose source moves is withdrawn before it goes stale.
What this opens up
6 courses list CSC311H1 as a prerequisiteThe other 3 have no page yet. Listing a course here means it names CSC311H1 among its prerequisites — often as one of several ways to satisfy the same requirement, so this is what CSC311H1 makes available, not what it alone guarantees.
Around this course
Everything above is history. Yours isn’t written yet.
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