Eric Cai
Hello! My name is Eric Cai, The Chemical Statistician! I use this YouTube channel to share my passion for statistics, chemistry, machine learning and math with you. You are welcomed to visit my blog, The Chemical Statistician, or follow me on Twitter @chemstateric to learn more about these topics or my professional background.
I host a talk show called "The Central Equilibrium", in which I interview mathematicians, scientists, and economists on technical topics. They explain concepts by writing formulas, equations, graphs, and diagrams on a white board, and I ask them questions while solving problems under their guidance. You can find "The Central Equilibrium" on my channel!
These videos are my own creation, and they are not affiliated with my past or current employers. My guests on "The Central Equilibrium" are speaking for themselves, and they are not representing their current or past employers on my show.
I hope that these resources are useful to you!
Naive Bayes Classifiers
Mandy Gu on Word Embeddings and Text Classification | The Central Equilibrium | Episode 9
David Veitch checks if a cubic function is bijective | The Central Equilibrium | Highlight Clip
David Veith defines "onto" for functions | The Central Equilibrium | Episode 7 | Highlight Clip
David Veitch defines one-to-one for functions | The Central Equilibrium | Episode 7 | Highlight Clip
David Veitch defines countability & bijection | The Central Equilibrium | Episode 7 | Highlight Clip
David Veitch - Proof: The square root of 2 is irrational | The Central Equilibrium | Highlight Clip
David Veitch on common types of numbers | The Central Equilibrium | Episode 7 | Highlight Clip
Mitchell Boggs on Game Theory in Behavioural Ecology | The Central Equilibrium | Episode 8
David Veitch on Rational vs Irrational Numbers | The Central Equilibrium | Episode 7 | Part 1
David Veitch on Rational vs Irrational Numbers | The Central Equilibrium | Episode 7 | Part 2
Arnab Chakraborty on The Monty Hall Problem | The Central Equilibrium | Episode 6 | Part 1
Arnab Chakraborty on The Monty Hall Problem | The Central Equilibrium | Episode 6 | Part 2
Arnab Chakraborty on The Monty Hall Problem | The Central Equilibrium | Episode 6 | Part 3
Arnab Chakraborty on The Monty Hall Problem | The Central Equilibrium | Episode 6 | Part 4
Arnab Chakraborty on The Monty Hall Problem | The Central Equilibrium | Episode 6 | Part 5
Benjamin Garden explains simple interest and shows an example calculation | The Central Equilibrium
Benjamin Garden explains compound interest & shows an example calculation | The Central Equilibrium
Benjamin Garden on "The Rule of 72" | The Central Equilibrium
Benjamin Garden on Simple vs. Compound Interest | The Central Equilibrium | Episode 5 - Part 2
Benjamin Garden on Simple vs. Compound Interest | The Central Equilibrium | Episode 5 - Part 1
Layne Newhouse represents a neural network mathematically | The Central Equilibrium | Highlight Clip
Layne Newhouse on activation functions in neural networks | The Central Equilibrium | Highlight Clip
Layne Newhouse represents a neural network diagrammatically | The Central Equilibrium | Highlight
Layne Newhouse on the biological motivation behind neural networks | The Central Equilibrium | Clip
Layne Newhouse on Representing Neural Networks | The Central Equilibrium | Episode 4
The Lewis Dot Structure for Phosphorus Pentachloride
2 different parametrizations of the exponential distribution
The Lewis Dot Structure for the Tetrafluoroborate Ion
Arnab Chakraborty writes Bayes' theorem in its general form - The Central Equilibrium - Highlight