General ML
What does RL stand for?
Reinforcement learning
What company develops Claude?
Anthropic
In vector calculus, what is the gradient?
A vector of partial derivatives that points in the direction of steepest increase. The i-th term of the gradient is the partial derivative with respect to the function's i-th argument.
What street is GGBL (this building) on?
Hayward St
Name two natural language processing model architectures.
Transformer, RNN, LSTM, etc.
What AI company developed Gym, the open-source reinforcement learning library?
How many factors does 124 have?
6
How do you write a fraction in LaTeX?
a/b -> \frac{a}{b}
What does convolution do in a neural network?
Convolution extracts local features by applying filters across the input data, preserving spatial structure and enabling feature detection.
What was the cash reward for the 2009 Netflix Prize?
1,000,000
Name two vectors orthogonal to the hyperplane x + 4y + 2z = 0.
Any scalar multiple of <1, 4, 2>.
What university did Evan's parents go to?
What is the difference between distillation and transfer learning?
Distillation is when a smaller model learns to mimic a larger, well-trained model.
Transfer learning involves taking a pre-trained model one one-task and fine-tuning it on a different task.
In what year was the perceptron introduced?
1958, by Frank Rosenblatt.
What are the last four digits of your Social Security Number?
(freebie)
What is the current US tariff rate on China?
145%