2022-2023 Materials

Getting Started
SSH Key Set-up Instructions
Lab Machine SSH Protocols

* = Python Essentials
** = Data Science Essentials

Junior Labs

For BYU students, customized Volume 1 data files can be found here and Volume 2 data files can be found here.
For Prospective Adopters, Volume 1 and 2 data files can be found here.
***Labs are due at 9:00 am 1 week after they are assigned unless the next week is a slack week, then it is 2 weeks after. For example, UNIX Shell 1 is due on September 6th, but Linear Transformations is due October 11th.

Fall Semester

Week	Date (of First Day)	Volume 1 Lab (Tuesday)	Volume 2 Lab (Thursday)
1	08/29/2022	**UNIX Shell 1	*Intro to Python
2	09/05/2022	*Standard Library	*NumPy
3	09/12/2022	*OOP	*MatPlotLib
4	09/19/2022	*Exceptions/IO	*Unit Testing
5	09/26/2022	Linear Transformations	Linked Lists
6	10/03/2022	SLACK DAY	BSTs
7	10/10/2022	Linear Systems	SLACK DAY
8	10/17/2022	The QR Decomposition	Nearest Neighbors
9	10/24/2022	Least Squares and Computing Eigenvalues	BreadthFirstSearch
10	10/31/2022	Image Segmentation	Markov Chains
11	11/07/2022	The SVD and Image Compression	**UNIX Shell 2
12	11/14/2022	Facial Recognition using Eigenfaces	Sampling
13	11/21/2022	THANKSGIVING	THANKSGIVING
14	11/28/2022	*Data Visualization	DFT
15	12/05/2022	NONE	NONE

Winter Semester

Week	Date (of First Day)	Volume 1 (Tuesday)	Volume 2 (Thursday)
1	01/09/2023	Convolution	Wavelets
2	01/16/2023	*Into to SymPy	Polynomial Interpolation
3	01/23/2023	Differentiation	Gaussian Quadrature
4	01/30/2023	Newton's Method	Line Search
5	02/06/2023	Conditioning and Stability	SLACK DAY
6	02/13/2023	Monte Carlo Integration	**Regular Expressions
7	02/20/2023	Visualizing Complex Functions	Gradient Descent
8	02/27/2023	PRESIDENTS DAY	Simplex
9	03/06/2023	The PageRank Algorithm	Open Gym
10	03/13/2023	*Profiling	Convex Opt with CVXPY
11	03/20/2023	SLACK DAY	NMF
12	03/27/2023	**SQL 1	Interior Point 1
13	04/03/2023	**SQL 2	Dynamic Programming
14	04/10/2023	Iterative Solvers	Policy Iteration
15	04/17/2023	NONE	NONE

Senior Materials
For BYU Students, customized Volume 3 data files can be found here and Volume 4 data files can be found here.

Fall Semester

Week	Date (of First Day)	Volume 3 (Tuesday)	Volume 4 (Thursday
1	08/29/2022	Pandas 1: Intro	Animation
2	09/05/2022	Pandas 2: Plotting	Intro to IVP and BVP Solvers
3	09/12/2022	Pandas 3: Grouping and Pivot Tables	SIR
4	09/19/2022	Info + Wordle	IVP
5	09/26/2022	Pandas 4: Geopandas	Weight Loss
6	10/03/2022	Data Cleaning and FE	SLACK DAY
7	10/10/2022	SLACK DAY	Lorenz
8	10/17/2022	SKLearn and LSI	Bifurcation
9	10/24/2022	Parallel	Finite Difference
10	10/31/2022	OLS	Wave Eqn
11	11/07/2022	Logistic Regression	Heat Eqn
12	11/14/2022	Naive Bayes	Anisotropic
13	11/21/2022	THANKSGIVING	THANKSGIVING
14	11/28/2022	RF and Decision Trees	Finite Element
15	12/05/2022	SLACK DAY	SLACK DAY

Winter Semester

Week	Date (of First Day)	Volume 3 (Tuesday)	Volume 4 (Thursday)
1	01/09/2023	**Spark	Poisson
2	01/16/2023	**Web Scraping/**Web Crawling/**Parallel	Spectral 1
3	01/23/2023	Metropolis	Spectral 2
4	01/30/2023	Gibbs LDA	Inverse
5	02/06/2023	GMM	Shooting Method
6	02/13/2023	HMM	Total Variation
7	02/20/2023	PRESIDENTS DAY	River Crossing
8	02/27/2023	CDHMM - Speech	SLACK DAY
9	03/06/2023	Kalman	HIV
10	03/13/2023	ARMA	Solitons
11	03/20/2023	PROJECT	Obstacle Avoidance
12	03/27/2023	NMF Lab	Inverted Pendulum
13	04/03/2023	Deep Learning 1	Timber Harvest
14	04/10/2023	Deep Learning 2	PROJECT
15	04/17/2023	SLACK DAY	NONE