2024 Deep Learning DATA425

• All teaching materials, including lecture recordings are available on Learn (second half of the semester)

2023 Algorithm in Data Science DATA473

• Complete set of lecture slides is evolving as we progress, so please use the online version if you can
• Learning resources

2019 Theory of Computing COSC341

• Complete set of lectures (first half of the semester)

Individual lectures:

• Lecture 1: Introduction
• Lecture 2: Sets, relations, functions
• Lecture 3: Cardinality
• Lecture 4: Finite state automata
• Lecture 5: Non-deterministic automata
• Lecture 6: NFA = DFA
• Lecture 7: Pumping Lemma
• Lecture 8: Pushdown automata and context free grammars
• Lecture 9: Regular languages
• Lecture 10: Classification of languages, Pumping Lemma 2
• Lectures 11-13: Turing Machines

Exercises	Solutions
Tutorial 1: Sets and functions	Solutions 1
Tutorial 2: Equivalence relations	Solutions 2
Tutorial 3: Cardinality	Solutions 3
Tutorial 4: Automata	Solutions 4
Tutorial 5: Deterministic and non-deterministic automata	Solutions 5
Tutorial 6: NFA = DFA	Solutions 6
Tutorial 7: Pumping Lemma	Solutions 7
Tutorial 8+9: more Pumping Lemma	Solutions 8+9
Tutorial 10: Pushdown automata and context free grammars	Solutions 10
Tutorial 11: Regular Languages, Pumping Lemma 2	Solutions 11
Assignment 1	Solutions
Assignment 2	Solutions

2018 Guest Lectures

• COSC241 Lecture 22: Biological Data Science
• COSC241 Lecture 23: Biological Data Science