CS 357
Syllabus
Lectures
Exams
References
Demos
Resources
More
Lectures
Recordings
Schedule
Semester Progress
100%
Aug
Dec
Week 16
Tue, Dec 10, lecture 28
Review
Time to complete the review sheet!
HW 13 (Lect 24 and 26) - due on 12/11
Review-questions
Review-questions-solutions-from-students
Review-slides
Wed, Dec 11
Last Day
Final Exam: Dec 12 - Dec 16
Week 15
Tue, Dec 03, lecture 26
In-class Activity: PCA
5 points
Bring your laptop to class
MP 5 (Breast cancer dataset)
CA-solution
demo
Thu, Dec 05, lecture 27
In-class Activity: ML (NOT for extra credit points)
THIS CONTENT IS NOT INCLUDED IN THE FINAL EXAM
HW 12 (Lect 24,25)
Quiz 7: Least squares, SVD (does NOT include PCA)(Thurs to Sat)
demo
Week 14
Tue, Nov 26
Thanksgiving
Thu, Nov 28
Thanksgiving
Week 13
Tue, Nov 19, lecture 24
Other SVD applications
Complete Notes (SVD Applications)
Pre-lecture (SVD Applications)
demo
Thu, Nov 21, lecture 25
In-class activity: Least Squares
5 points
Bring your laptop to class
HW 11 (Lect 22-23)
CA-solution
demo
Week 12
Tue, Nov 12, lecture 22
SVD Intro and Linear Least Squares
Complete Notes (SVD)
Pre-lecture (SVD)
Pre-lecture (Least Squares)
demo
reference page
Thu, Nov 14, lecture 23
Linear Least squares
MP4 (Topology Optimization)
Quiz 6: Nonlinear equations and optimization (Thur to Sat)
Complete Notes (Least Squares)
demo
reference page
Week 11
Tue, Nov 05, lecture 21
In-class activity: Optimization
5 points
Bring your laptop to class
CA-solution
demo
Thu, Nov 07
CLASS IS CANCELED
HW 10 (Lect 19-21)
Week 10
Tue, Oct 29, lecture 19
Optimization
MP 3 (Basketball)
Pre-lecture (Optimization)
Post-lecture
demo
reference page
Thu, Oct 31, lecture 20
Optimization
HW 9 (Lect 17-18)
Quiz 5: Eigenvalues (Thur to Sun)
Post-lecture
Week 9
Tue, Oct 22, lecture 17
Nonlinear equations
Pre-lecture (Nonlinear)
Post-lecture
demo
reference page
Thu, Oct 24, lecture 18
In-class Activity: nonlinear equations
5 points
Bring yout laptop to class
HW 8 (Lect 15,16)
CA-solution
Summary
demo
Week 8
Tue, Oct 15, lecture 15
Eigenvalues
MP 2 (Truss)
Complete Notes (Eigenvalues)
demo
reference page
Thu, Oct 17, lecture 16
In-class Activity: Markov Chains
5 points
Bring your laptop to class
HW 7 (Lect 11-14)
Quiz 4: Linsys (Thur to Sat)
Pre-lecture (Markov)
demo
reference page
Week 7
Tue, Oct 08, lecture 13
Sparse matrices and conditioning
HW 6A (Lect 11)
Complete Notes (Linsys)
Post-lecture
reference page
Thu, Oct 10, lecture 14
In-class Activity: Linear System
5 points
Bring your laptop to class
HW 6B (Lect 11-12)
CA-solution
demo
reference page
Week 6
Tue, Oct 01, lecture 11
Matrices and Norms
MP 1 (Texas Holdem)
Pre-lecture (Vec-Mat)
Post-lecture
demo
reference page
Thu, Oct 03, lecture 12
Linear System of Equations
HW 5 (Lect 9-10)
Quiz 3: Approximations and Monte Carlo (Thur to Sat)
Pre-lecture (Linsys)
Post-lecture
demo
reference page
Week 5
Tue, Sep 24, lecture 9
Randomness and Monte Carlo Methods
Pre-lecture (Monte Carlo)
Post-lecture
demo
reference page
Thu, Sep 26, lecture 10
In-class Activity: Approximations
5 points
Bring your laptop to class
HW 4 (Lect 8)
CA-solution
demo
Week 4
Tue, Sep 17, lecture 7
In-class Activity: FP and Errors
5 points
Bring your laptop to class
Post-lecture
CA-solution
demo
Thu, Sep 19, lecture 8
Truncation, Taylor Series, Finite Difference
HW 3 (lect 5-7)
Quiz 2: Floating point, errors (Thur to Sat)
Pre-lecture (Taylor)
Post-lecture
demo
reference page
Week 3
Tue, Sep 10, lecture 5
Floating Point
Complete Notes (FP)
Pre-lecture (Rounding)
Post-lecture
demo
reference page
Thu, Sep 12, lecture 6
Rounding, Big-O Notation, Convergence Plots
HW 2 (lect 4-5)
Post-lecture
Pre-lecture (BigO)
Complete Notes (BigO)
demo
reference page
Week 2
Tue, Sep 03, lecture 3
In-class Activity: Python
5 points
Bring your laptop to class
CA-solution
demo
Thu, Sep 05, lecture 4
Errors and Floating Point
HW 1 (lect 1-3)
Quiz 1: Python (Thu to Sat)
Complete Notes (Error)
Complete Notes (Binary)
Pre-lecture (Error)
Pre-lecture (FP)
Post-lecture
Week 1
Tue, Aug 27, lecture 1
Introduction, Motivation, Big Picture of the Class
Pre-lecture
demo
Thu, Aug 29, lecture 2
Python Intro
Quiz 0: Thur to Wed (extra points)
Pre-lecture
demo
Meetings
Section N
Location:
Siebel 1404
Time:
TTh 12:30pm-1:45pm
Section M
Location:
DCL 1320
Time:
TTh 9:30am-10:45am