Now tutoring virtually and in Courtenay, BC (I'M CURRENTLY NOT TAKING NEW STUDENTS)
Here is a sample of screencasts and recordings of tutoring sessions, posted with permission from the students.
Differential Calculus
The chain rule - intuition and applications - 2018-05-19
Older Videos
UBC MATH 215/255 - Differential Equations
All recordings from all sessions with Kenneth
UBC CPSC 322 - Artificial Intelligence - Lectures
I taught the whole course to a remote student via screencast lectures. Here are a few of them.
Non-Tutoring Screencasts (Mostly Machine learning, with a bit of programming)
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2013 06 30 - KL Divergence - 1 Understanding Entropy (7000+ views!)
2013 06 30 - KL Divergence - 2 KL Divergence Explained
2018 03 13 - Knowledge Distillation - How to use your kaggle-winning ensemble to create a lean production-ready neural network
2018 05 23 - Quantum Computing - Pauli Spin Matrices
2018 05 23 - Quantum Computing - Intro to QC model
2018 05 23 - Quantum Computing - Lecture 3: Dense Coding, Quantum Circuits
2018 05 23 - Quantum Computing - Lecture 4: Teleportation, Deutschs
2018 09 08 - Reinforcement Learning - Trust-Region Policy Optimization - This was a very important policy based Reinforcement Learning algorithm that has inspired a few other algorithms since, notably PPO (Proximal Policy Optimization).
2018 09 08 - Reinforcement Learning - learning policies from models part 1 - Guided Policy Search - Based on Levine's lecture 10 - videos . slides
2018 09 08 - Reinforcement Learning - learning policies from models part 2 - Based on Levine's lecture 10 - videos . slides
2018 09 08 - Reinforcement Learning - Advanced model based RL - Based on Levine's lecture 11 - videos . slides
2018 09 14 - Reinforcement Learning - The Model based zoo - Based on various papers and blog posts
2018-12-21 - The PyTest testing framework for Python
2019-02-20 - Lesson 3: Improving Reliability with MyPy and Type Hinting (Based on this course. Uses this repo)
2020-01-20 - NeurIPS Review General Interest
2020-01-20 - NeurIPS review RL
2020-01-20 - NeurIPS Review Misc