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University of Toronto Scarborough

CSCC11H3

Introduction to Machine Learning and Data Mining

Prerequisite1 requirement, 1 options
Evidence2 papers

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 · University of Toronto Scarborough

An introduction to methods for automated learning of relationships on the basis of empirical data. Classification and regression using nearest neighbour methods, decision trees, linear and non-linear models, class-conditional models, neural networks, and Bayesian methods. Clustering algorithms and dimensionality reduction. Model selection. Problems of over-fitting and assessing accuracy. Problems with handling large databases.

Exclusions
CSC311H1

Any one of these

MATB41H3 and STAB52H3

How well we know this course

2015–2023

Pyko’s archive holds 8 documents for CSCC11H3, across 4 years between 2015 and 2023.

1
Final exams
1
Midterms
1
Assignments
3
Lecture notes
2
Handouts

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

Assessment weightingNo syllabus we can lawfully use has been verified for this offering. Contribute yours and the breakdown appears here.
A course averageNo term has been reported for this offering. Averages come from students who contribute their own results, and nobody has yet.
Instructor-level detailAverages are not split by instructor. At these sample sizes the difference between sections is noise, not signal.

Source ledger

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Sources behind every claim on this page
ClaimSourceCapturedStatus
Course description, prerequisites, exclusions, contact hoursUniversity of Toronto Scarborough2026-07-25public fact
8 archived documents, 2015-2023Pyko archive2026-07-25index only

Page last verified 2026-07-25. A claim whose source moves is withdrawn before it goes stale.

What this opens up

7 courses list CSCC11H3 as a prerequisite

The other 4 have no page yet. Listing a course here means it names CSCC11H3 among its prerequisites — often as one of several ways to satisfy the same requirement, so this is what CSCC11H3 makes available, not what it alone guarantees.

Around this course

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CSCC11H3 past exams — UofT | Pyko