fatosmorina/machine-learning-exams

This repository contains links to machine learning exams, homework assignments, and exercises that can help you test your understanding.

Carnegie Mellon University (CMU)

• The fall 2009 10-601 midterm (midterm and solutions)
• The spring 2009 10-601 midterm (midterm and solutions)
• The fall 2010 10-601 midterm (midterm, solution)
• The 2001 10-701 midterm (midterm, solutions)
• The 2002 10-701 midterm (midterm, solutions)
• The 2003 10-701 midterm (midterm, solutions)
• The 2004 10-701 midterm (midterm, solutions)
• The 2005 spring 10-701 midterm (midterm and solutions)
• The 2005 fall 10-701 midterm (midterm and solutions)
• The 2006 fall 10-701 midterm (midterm, solutions)
• The 2007 spring 10-701 midterm (midterm, solutions)
• The 2008 spring 10-701 midterm (midterm and solutions)
• Additional midterm examples (questions, solutions)
• The 2001 final (final, solutions)
• The 2002 final (final with some figs missing, solutions)
• The 2003 final (final, solutions)
• The 2004 final (solutions)
• The 2006 fall final (final, solutions)
• The 2007 spring final (final, solutions)
• The 2008 fall final (final, solutions)
• The 2009 spring 701 midterm, final
• The 2010 fall 601 midterm
• The 2012 fall 601 midterm
• The 2012 spring 701 final
• May 2015 final
• March 2015 midterm
• The 2012 fall midterm
• The 2015 fall 701 midterm, solutions
• The 2011 fall midterm
• The spring 2014 midterm
• The spring 2013 final
• The 2007 10-701 spring (final, solutions)
• The 2008 10-701 fall (final, solutions)
• The 2012 10-701 spring final ( final and solutions)

Stanford University

CS230 Deep Learning

• Fall Quarter 2018 Midterm Exam Solution
• Spring Quarter 2018 Midterm Exam Solution
• Winter Quarter 2018 Midterm Exam Solution
• Fall Quarter 2019 Midterm Exam Solution
• Winter Quarter 2019 Midterm Exam Solution
• Fall Quarter 2020 Midterm Exam Solution
• Winter Quarter 2020 Midterm Exam Solution
• Winter Quarter 2021 Midterm Exam Solution
• Spring Quarter 2021 Midterm Exam Solution

CS224N Natural Language Processing with Deep Learning

• Winter 2017 Midterm Exam

ETH Zurich

Introduction to Machine Learning

• The 2020 final exam, solutions

University of Texas

Machine Learning

• [Midterm] (https://www.cs.utexas.edu/~dana/MLClass/practice-midterm-2.pdf)

University of Toronto

Neural Networks and Deep Learning

• 2019 Midterm

Technical University of Munich

IN2346: Introduction to Deep Learning (I2DL)

• 2020 Mock exam, solutions

University of Pennsylvania

CIS 520 Machine Learning

• 2016 Midterm Exam

University of Washington

10-701 Machine Learning

• 2007 Autumn Midterm: [Exam] [Solutions]
• 2009 Autumn Midterm: [Exam]
• 2013 Spring Midterm (CSE446): [Exam]
• 2013 Autumn Midterm: [Exam]
• 2013 Autumn Final: [Exam]
• 2014 Autumn Midterm: [Exam] [Solutions]

University of Edinburgh

Machine Learning and Pattern Recognition (MLPR) Tutorials

Autumn 2018

• Tutorial 1, week 3, html, pdf
• Tutorial 2, week 4, html, pdf
• Tutorial 3, week 5, html, pdf
• Tutorial 4, week 6, html, pdf
• Tutorial 5, week 7, html, pdf
• Tutorial 6, week 8, html, pdf
• Tutorial 7, week 9, html, pdf

Contributions

• Spread the word
• Open pull requests with improvements and new links