fatosmorina / machine-learning-exams

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

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)

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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

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ETH Zurich

Introduction to Machine Learning

• The 2020 final exam, solutions

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University of Texas

Machine Learning

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

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University of Toronto

Neural Networks and Deep Learning

• 2019 Midterm

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Technical University of Munich

IN2346: Introduction to Deep Learning (I2DL)

• 2020 Mock exam, solutions

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University of Pennsylvania

CIS 520 Machine Learning

• 2016 Midterm Exam

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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]

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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

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Contributions

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