Monday
This is used to store multiple values in one variable
What is a list?
This is the loss function used for linear regressions
What is MSE?
This is the library we used to make the neural network layers
This is the name of the matrix used to convolve images
What is a kernal/filter
This actor played both Oppenheimer and Scarecrow in Christopher Nolan films.
Who is Killian Murphy?
This is what we call a list of lists
What is a 2D array?
This is Mason's last name (spell it)
What is Sater?
What are the layers between the input and output layers called
What are hidden layers?
This is the name of the step that comes after convolving that reduces computational load
What is max-pooling?
This is the mathematical operation used in backpropogation for finding the minimum loss value
What is gradient/gradient descent?
This artist performed at the 2021 Super Bowl halftime show
Who is The Weeknd
This is the analogy we used to introduce how a machine learning network works (right before the discussion). You must give a good rehash of the analogy to get points
What is the man with the arrow (or any variation of this)?
These are the two types of variables that we train in a neural network that connect each neuron to every neuron in the subsequent layer?
DAILY DOUBLE: come to the board and write out the equation connecting all neurons
What are weights and biases?
This is the activation function used for the output layer to convert the numbers into probabilities that all add up to 1.
What is softmax?
This optimizer is a spinoff of gradient descent that involves picking a random number of variables to calculate the gradient at each pass
What is stochastic gradient descent?
This is what the terminal shows after the following code:
my_list = [[1, 3, 6, 2], [5, 4, 9, 19], [30, 2, 5, 7]]
print(my_list[1][2])
What is 9?
This is the process that converts data values from one scale to another (i.e. from 0-256 to 0-1)
What is scaling/normalization?
These are the 5 steps in the AI learning pipeline
What are get data, process data, train model, test model, improve?
There are this many days of summer vacation in Phineas and Ferb
What is 104?
MSE is an example of this hyperparameter
What is loss function?
This is what the terminal shows for the following code:
for i in range(7):
print(i)
What is
0
1
2
3
4
5
6
K means clustering is this type of machine learning that focuses on finding patterns in data instead of looking for a "correct" answer
What is unsupervised learning
This is the rival boy band in Kpop Demon Hunters
Who is Saja boys?
This is the matrix used to "convolve"/transform the tokens in an LLM to prepare them to enter the ANN
(Hint: it's 3 letters)
What is QKV
What is Adam