Current and Past Gatsby Unit Course Materials


2025 - 2026		Term 1 courses from week of 29 September 2025 Probabilistic and Unsupervised Learning & Approximate Inference and Learning in Probabilistic Models Systems and Theoretical Neuroscience (co-taught with SWC) Kernel Methods and Theory of Machine Learning Term 2/3 course from January 2026 Theoretical Neuroscience Lectures are held in the SWC Ground Floor Lecture Theatre (25 Howland St) unless otherwise notified.
2024 - 2025		Term 1 courses from week of 30 September 2024 Probabilistic and Unsupervised Learning & Approximate Inference and Learning in Probabilistic Models Systems and Theoretical Neuroscience (co-taught with SWC) Kernel Methods and Theory of Machine Learning Term 2/3 course from January 2025 Theoretical Neuroscience Lectures are held in the SWC Ground Floor Lecture Theatre (25 Howland St) unless otherwise notified.
2023 - 2024		Term 1 courses from week of 2 October 2023 Probabilistic and Unsupervised Learning & Approximate Inference and Learning in Probabilistic Models Systems and Theoretical Neuroscience (co-taught with SWC) Kernel Methods and Theory of Machine Learning Term 2/3 courses from week of 9 January 2024 Theoretical Neuroscience Lectures are held in the SWC Ground Floor Lecture Theatre (25 Howland St).
2022 - 2023		Term 1 courses from week of 3 October 2022 Probabilistic and Unsupervised Learning & Approximate Inference and Learning in Probabilistic Models Systems and Theoretical Neuroscience (co-taught with SWC) Kernel Methods and Theory of Machine Learning Term 2 courses from week of 9 January 2023 Theoretical Neuroscience - lectures are held in the Gatsby seminar room (3rd floor, SWC building) Reinforcement Learning (CSML)
2021 – 2022		Term 1 courses Probabilistic and Unsupervised Learning & Approximate Inference and Learning in Probabilistic Models Systems and Theoretical Neuroscience (co-taught with SWC) Kernel Methods and Theory of Machine Learning Term 2 Theoretical Neuroscience Reinforcement Learning (CSML)
2020 – 2021		Term 1 courses Probabilistic and Unsupervised Learning & Approximate Inference and Learning in Probabilistic Models Systems and Theoretical Neuroscience (co-taught with SWC) Kernel Methods and Theory of Machine Learning Term 2 Theoretical Neuroscience Reinforcement Learning (CSML)
2019 – 2020		Term 1 courses from week of 30 September 2019 Probabilistic and Unsupervised Learning & Approximate Inference and Learning in Probabilistic Models Systems and Theoretical Neuroscience (co-taught with SWC) Kernel Methods and Theory of Machine Learning (co-taught with CSML) Term 2 courses Theoretical Neuroscience Reinforcement Learning (CSML) All lectures will be held in the Ground Floor Seminar Room, 25 Howland Street.
2018 – 2019		Term 1 courses from week of 1 October 2018 Probabilistic and Unsupervised Learning & Approximate Inference and Learning in Probabilistic Models Systems and Theoretical Neuroscience (co-taught with SWC) Kernel Methods and Theory of Machine Learning (co-taught with CSML) Term 2 courses Theoretical Neuroscience Neural Data Modelling All lectures are held in the Ground Floor Seminar Room, 25 Howland Street, London. W1T 4JG.
2017 – 2018		Term 1 courses from week of 2rd October 2017 Probabilistic and Unsupervised Learning Approximate Inference and Learning in Probabilistic Models Systems and Theoretical Neuroscience (co-taught with SWC) Kernel Methods and Theory of Machine Learning (co-taught with CSML) Term 2 courses Systems and Theoretical Neuroscience (co-taught with SWC) Neural Data Modelling All lectures are held in the Ground Floor Seminar Room, 25 Howland Street, London. W1T 4JG.
2016 – 2017		Term 1 courses from week of 3rd October 2016 Probabilistic and Unsupervised Learning Approximate Inference and Learning in Probabilistic Models Term 2 courses from week of 23rd January 2017 Theoretical Neuroscience Neural Data Modelling All lectures are held in the Ground Floor Seminar Room, 25 Howland Street, London. W1T 4JG.
2015 – 2016		Theoretical Neuroscience Probabilistic and Unsupervised Learning Approximate Inference and Learning in Probabilistic Models Note: The courses will start on the 5th October 2015 and run in the same format as in previous years, but in a new location: Ground Floor Seminar Room, 25 Howland Street, London. W1T 4JG.
2014 – 2015		Theoretical Neuroscience Probabilistic and Unsupervised Learning Approximate Inference and Learning in Probabilistic Models
2013 – 2014		Theoretical Neuroscience Probabilistic and Unsupervised Learning Approximate Inference and Learning in Probabilistic Models
2012 – 2013		Theoretical Neuroscience Probabilistic and Unsupervised Learning Approximate Inference and Learning in Probabilistic Models
2011 – 2012		Theoretical Neuroscience Probabilistic and Unsupervised Learning Approximate Inference and Learning in Probabilistic Models
2010 – 2011		Theoretical Neuroscience Probabilistic and Unsupervised Learning Approximate Inference and Learning in Probabilistic Models
2009 – 2010		Theoretical Neurosience (part I) Probabilistic and Unsupervised Learning Approximate Inference and Learning in Probabilistic Models Machine Learning II & Journal Club
2008 – 2009		Theoretical Neuroscience (part I) Probabilistic & Unsupervised Learning Machine Learning II
2007 – 2008		Theoretical Neuroscience (part I) Probabilistic & Unsupervised Learning Machine Learning II
2006 – 2007		Theoretical Neuroscience (part I) Unsupervised Learning
2005 – 2006		Theoretical Neuroscience (part I) Unsupervised Learning Theoretical Neuroscience (part II)
2004 – 2005		Theoretical Neuroscience (part I) Unsupervised Learning Supervised Learning Theoretical Neuroscience (part II)

Current and Past Gatsby Unit Course Materials

2025 - 2026

2024 - 2025

2023 - 2024

2022 - 2023

2021 – 2022

2020 – 2021

2019 – 2020

2018 – 2019

2017 – 2018