Difference between revisions of "CISC440 S2021"

Revision as of 10:12, 12 May 2021

Course information


Title	CISC440/640 Computer Graphics
Description	A first course in computer graphics covering fundamental concepts and techniques related to rasterization, textures, 2-D and 3-D transformations (including perspective projection), shading, hidden surface elimination, and anti-aliasing, as well as selected topics in modeling, animation, ray tracing, and global illumination. OpenGL will be used for programming; you should have some familiarity with C/C++ or be ready to learn it.
When	Tuesdays and Thursdays, 12:30-1:45 pm
Where	Online, synchronous -- Zoom meeting link: https://udel.zoom.us/j/96463050369 (must be UD-authenticated, password: 65536)
Instructor	Christopher Rasmussen, 446 Smith Hall, cer@cis.udel.edu
Office hours	Mondays, 2-4 pm (same Zoom link as class)
TA	Seyedalireza Khoshsirat, alireza@udel.edu TA office hours: TBD
Grading	60% 5 programming assignments worth 12% each. Each homework will be due about 10 days after being assigned (more for the last one) 20% Midterm exam 20% Final exam. "Bonus topic" lecture material will not be tested 2% Extra credit for completing course evaluation Graduate students will be given extra tasks to complete or features to implement on each homework, and extra questions to answer on each exam. Programming assignments will be graded on the basis of correctness, efficiency, and originality. This is not an introductory programming class, so coding style is not critical. However, if you want partial credit for something that doesn't quite work, it needs to be well-commented and easy to follow. For the overall course grade, a preliminary absolute mark will be assigned to each student based on the percentage of the total possible points they earn according to the standard formula: A = 90-100, B = 80-90, C = 70-80, etc., with +'s and -'s given for the upper and lower third of each range, respectively. Based on the distribution of preliminary grades for all students (i.e., "the curve"), the instructor may increase these grades monotonically to calculate final grades. This means that your final grade can't be lower than your preliminary grade, and your final grade won't be higher than that of anyone who had a higher preliminary grade. I will try to keep you informed about your standing throughout the semester. If you have any questions about grading or expectations at any time, please feel free to ask me.
Academic policies	Programming projects are due by midnight of the deadline day (with a grace period of a few hours afterward...after sunrise is definitely late). A late homework is a 0 without a valid prior excuse. To give you a little flexibility, you have 6 "late days" to use on homeworks to extend the deadline by one day each without penalty. No more than three late days may be used per assignment. Late days will automatically be subtracted, but as a courtesy please notify the instructor (and CC the TA) in an e-mail of your intention to use late days before the deadline. See submission instructions below. The two exams will be closed book (i.e., no reference materials allowed). Unless otherwise instructed, you are responsible for all material covered up to the day of the exam, both from the assigned readings (everything in the Readings column of the Schedule below) and in lectures (excluding guest lectures). Students can discuss problems with one another in general terms, but must work independently on programming assignments unless teams are explicitly allowed for that assignment. This also applies to online and printed resources: you may consult them as references (as long as you cite them), but the words and source code you turn in must be yours alone. The University's policies on academic dishonesty are set forth in the student code of conduct here.

Readings


Textbook (required)	Fundamentals of Computer Graphics (4th ed.) [Marschner in calendar below] Steve Marschner and Peter Shirley CRC Press, 2016 Textbook web site: Author (most useful thing there is link to course with relevant slides), Publisher This book is NOT at the campus bookstore. The publisher has it, but their prices are bad. On Amazon it's about $60 to rent physical book for semester and about $50 to rent E-book

Instructions


OpenGL	Key thing to note: We are using OpenGL 3.3 for programming! A lot of examples on the web are for older 2.x, so beware REQUIRED: OpenGL tutorials (download; build instructions are in Tutorial #1) GLFW Ubuntu: see dependencies here GLM OpenGL Mathematics library Orange book 2nd ed., GLSL tutorial, GLSL cookbook code More tutorials: freedesktop, open.gl
Homeworks	Assignment submissions should consist of a directory containing all code (your .cpp files, header files, makefile if applicable, etc.), any output data generated (e.g., images, movies, etc.), and an explanation of your approach, what worked and didn't work, etc. contained in a separate text or HTML file. Do not submit executables, .o files, or libraries, please! The directory you submit for each assignment should be packaged by tar'ing and gzip'ing it or just zip'ing it. The resulting file should be submitted through Canvas. You may develop your OpenGL, C/C++ code in any fashion that is convenient--that is, with any compiler and operating system that you want--but you must avoid OS- and hardware-specific functions. Programs which use Python and other languages will not be accepted, nor any programs that rely heavily on OpenGL 2.x functions.

Schedule

Note: The blue squares in the "#" column below indicate Tuesdays.

#	Date	Topic	Notes	Readings	Assignments/slides
1	Feb. 16	Introduction	Graphics background, course information	Marschner, 1-1.4	slides recording
2	Feb. 18	2-D, 3-D Geometry	Vector & matrix review, homogeneous coordinates, 2-D & 3-D transformations, quaternions	Marschner, 2.4, 5.2-5.2.2, 6-6.3 (skip 6.1.6, 6.2.1-6.2.2), 16.2.2	slides recording
3	Feb. 23	3-D Geometry	More 3-D transformations, camera manipulation & the view volume	Marschner, 6.5-7.2	slides recording
4	Feb. 25 Add/drop deadline Feb. 26	3-D Geometry	Perspective projection, geometry pipeline, transformations with GLM	Marschner, 7.3, 7.5; OpenGL tutorials #1 (including installation instructions), #3	slides recording HW #1
5	Mar. 2	OpenGL/GLFW	Program initialization, window creation, geometric primitives	Marschner, 17-17.7, 17.9-17.11	slides recording
6	Mar. 4	OpenGL/GLFW	Basic animation, user interface callbacks	OpenGL tutorial #6	slides recording interactive_tutorial03.cpp
7	Mar. 9	GPU programming	Introduction to GLSL, vertex shaders vs. fragment shaders; GLSL texturing demo	Marschner, 17.8; Orange book Chaps. 2-5	slides recording texture_example.zip (modified 3/11) HW #1 due
8	Mar. 11	Shading	Radiometry: irradiance, radiosity, radiance, BRDFs	Marschner, 10-10.2.1, 20-20.2	slides recording HW #2
9	Mar. 16	Shading	Diffuse, specular reflection, Gouraud/Phong shading details; OpenGL, GLSL shading methods	Marschner, 10-10.2.2; OpenGL tutorial #8	slides recording
10	Mar. 18	Textures	Finish shading/lighting; texture-mapping basics, bump mapping	Marschner, 11.2, 11.4 (homogeneous division material--not barycentric coords), 11.5	slides recording
11	Mar. 23	Textures	Texturing pipeline, bump maps, lightmaps, environment maps, shadow maps	Marschner, 11.1.3-11.1.4, 11.3	slides recording
12	Mar. 25	Midterm review			slides recording 2014 midterm (ignore Q7, Q9, Q10, and Q11) 2004 midterm (look at questions 1.1, 1.2, 2.1, and 3.2 only) HW #2 due
	Mar. 30	NO CLASS Blue Hen Re-Coop Day
13	Apr. 1	MIDTERM EXAM
14	Apr. 6	Particle systems	Flocking; introduction to Bullet physics library	OpenGL tutorial on clicking, Bullet physics manual (you don't have to read all of it, it's just for reference); Marschner, 11.1.3-11.1.4, 11.3	slides recording HW #3
	Apr. 8	NO CLASS Instructor away
15	Apr. 13	Textures, clipping	Bilinear vs. nearest-neighbor filtering, magnification/minification, mipmaps; line and triangle clipping	Marschner, 11.4.4-11.4.5	slides recording
16	Apr. 15	Hidden surface elimination	Backface culling, Z-buffering, painter's algorithm	Marschner, 8.1.3-8.1.6,, 8.2-8.2.3, 8.4	slides recording HW #3 due
17	Apr. 20	Finish hidden surface elimination; line drawing	BSP trees; DDA, midpoint line-drawing	Marschner, 12.4, 8.1-8.1.1, 8.3	slides recording HW #4
18	Apr. 22	A little Blender, shape modeling	Bezier curves and surfaces, Catmull-Rom splines, subdivision	Marschner, 15-15.6.1 (ignore material on knots, Hermite form)	slides recording
19	Apr. 27	Ray tracing	Ray casting, intersection testing	Marschner, 4	slides recording
20	Apr. 29	Ray tracing	Shadow rays (including soft shadows, ambient occlusion)	Marschner, 4	slides recording
21	May 4 Withdraw deadline May 3	Ray tracing	Reflections (including glossy), distributed/distribution ray tracing	Marschner, 4	slides recording HW #4 due May 2 HW #5
22	May 6	Global illumination	Finish refractions, super-sampling for anti-aliasing, spatial data structures	Marschner, 4	slides recording
23	May 11	Global illumination	Bidirectional ray tracing, photon mapping	Marschner, 4, 12.3, 13.1, 13.4; "Bidirectional Ray Tracing" paper, photon mapping introduction, online demo	slides recording
24	May 13	Noise, animation basics	Value/Perlin noise, rigging, kinematics	Marschner, 11.5.2-11.5.3, Orange book 15
25	May 18	Final review			HW #5 due
26	May 19-21	HW #5 demos (sign up for time)
	May 26, 1-3 pm	FINAL EXAM

@@ Line 212: / Line 212: @@
 |Vector & matrix review, homogeneous coordinates, 2-D & 3-D transformations, quaternions
 |Marschner, 2.4, 5.2-5.2.2, 6-6.3 (skip 6.1.6, 6.2.1-6.2.2), 16.2.2
-|[https://docs.google.com/presentation/d/18MkvZW84mFGMO-XjwXATfIa9hcDVti7ejzhSP6GFKRA/edit?usp=sharing slides]<br>
+|[https://docs.google.com/presentation/d/18MkvZW84mFGMO-XjwXATfIa9hcDVti7ejzhSP6GFKRA/edit?usp=sharing slides] [https://youtu.be/eM0K6Bw20QM recording]
-[https://youtu.be/eM0K6Bw20QM recording]
 |-
 |style="background:rgb(102, 204, 255)"|3
@@ Line 220: / Line 219: @@
 |More 3-D transformations, camera manipulation & the view volume
 |Marschner, 6.5-7.2 <!--; Red book, 3 -->
-|[https://docs.google.com/presentation/d/1j7ShUyPHzKNo-y8c7B3BdnJGg94JOqSnr8VVTeraClk/edit?usp=sharing slides]<br>
+|[https://docs.google.com/presentation/d/1j7ShUyPHzKNo-y8c7B3BdnJGg94JOqSnr8VVTeraClk/edit?usp=sharing slides] [https://youtu.be/fTEl2agGfRM recording]
-[https://youtu.be/fTEl2agGfRM recording]
 |-
 |4
@@ Line 229: / Line 227: @@
 |Perspective projection, geometry pipeline, transformations with GLM
 |Marschner, 7.3, 7.5; OpenGL tutorials [http://www.opengl-tutorial.org/beginners-tutorials/tutorial-1-opening-a-window/ #1] (including installation instructions), [http://www.opengl-tutorial.org/beginners-tutorials/tutorial-3-matrices/ #3] <!--Red book, 1, 2 (stop before stippling) -->
-|[https://docs.google.com/presentation/d/1MV0G0DFUp-esctZfDpjGx00ktcfV17iNOadJsOtqQJk/edit?usp=sharing slides]<br>
+|[https://docs.google.com/presentation/d/1MV0G0DFUp-esctZfDpjGx00ktcfV17iNOadJsOtqQJk/edit?usp=sharing slides] [https://youtu.be/w8FHw2nbVkk recording]<br>
-[https://youtu.be/w8FHw2nbVkk recording]<br>
 [[CISC440_S2021_HW1|HW #1]]
 |-
@@ Line 238: / Line 235: @@
 |Program initialization, window creation, geometric primitives <!--, GLUT -->
 |Marschner, 17-17.7, 17.9-17.11 <!--Red book 1, 2, 6 "Blending" section, 9 -->
-|[https://docs.google.com/presentation/d/1K1KP9LWFwGeHVUIzr8_rM0ddPi3Y8IU37pOnR9NOlzQ/edit?usp=sharing slides]<br>
+|[https://docs.google.com/presentation/d/1K1KP9LWFwGeHVUIzr8_rM0ddPi3Y8IU37pOnR9NOlzQ/edit?usp=sharing slides] [https://youtu.be/e2sqi1dLi-g recording]
-[https://youtu.be/e2sqi1dLi-g recording]
 |-
 |6
@@ Line 246: / Line 242: @@
 |Basic animation, user interface callbacks
 |OpenGL tutorial [http://www.opengl-tutorial.org/beginners-tutorials/tutorial-6-keyboard-and-mouse/ #6]
-|[https://docs.google.com/presentation/d/1pylI2yXpXnKYsPUSjD0m2HEFCOtEydAiYYbmEvlTLhc/edit?usp=sharing slides]<br>[https://youtu.be/MsM8tltFyig recording]<br>[https://drive.google.com/file/d/1H6Kwpyiy3qXvuHMX3py_GgFPIGYWwZa8/view?usp=sharing interactive_tutorial03.cpp]
+|[https://docs.google.com/presentation/d/1pylI2yXpXnKYsPUSjD0m2HEFCOtEydAiYYbmEvlTLhc/edit?usp=sharing slides] [https://youtu.be/MsM8tltFyig recording]<br>
+[https://drive.google.com/file/d/1H6Kwpyiy3qXvuHMX3py_GgFPIGYWwZa8/view?usp=sharing interactive_tutorial03.cpp]
 |-
 |style="background:rgb(102, 204, 255)"|7
@@ Line 262: / Line 259: @@
 |Radiometry: irradiance, radiosity, radiance, BRDFs
 |Marschner, 10-10.2.1, 20-20.2
-|[https://docs.google.com/presentation/d/1d2LqFDk8BSdMSR3pR-Ls1nsLwLLk47oFBmQ9rt0rbBY/edit?usp=sharing slides]<br>
+|[https://docs.google.com/presentation/d/1d2LqFDk8BSdMSR3pR-Ls1nsLwLLk47oFBmQ9rt0rbBY/edit?usp=sharing slides] [https://youtu.be/Yxp1f_E2teg recording]<br>
-[https://youtu.be/Yxp1f_E2teg recording]<br>
 [[CISC440_S2021_HW2|HW #2]]
 |-
@@ Line 271: / Line 267: @@
 |Diffuse, specular reflection, Gouraud/Phong shading details; OpenGL, GLSL shading methods
 |Marschner, 10-10.2.2; [http://www.opengl-tutorial.org/beginners-tutorials/tutorial-8-basic-shading/ OpenGL tutorial #8]
-|[https://docs.google.com/presentation/d/1VdJ9aFIqxLODLzLuHfh3WlpnWDQo_lh3CQRBJ7BeBok/edit?usp=sharing slides]<br>
+|[https://docs.google.com/presentation/d/1VdJ9aFIqxLODLzLuHfh3WlpnWDQo_lh3CQRBJ7BeBok/edit?usp=sharing slides] [https://youtu.be/Lz_uasq9Ptw recording]
-[https://youtu.be/Lz_uasq9Ptw recording]
 |-
 |10
@@ Line 279: / Line 274: @@
 |Finish shading/lighting; texture-mapping basics, bump mapping
 |Marschner, 11.2, 11.4 (homogeneous division material--not barycentric coords), 11.5 <!--; Red book, 9 (through "Assigning texture coordinates")    -->
-|[https://docs.google.com/presentation/d/1GsstwVkaTZwBkBasnDgfR53cYSoQWc12AowIXB8yJgw/edit?usp=sharing slides]<br>
+|[https://docs.google.com/presentation/d/1GsstwVkaTZwBkBasnDgfR53cYSoQWc12AowIXB8yJgw/edit?usp=sharing slides] [https://youtu.be/eF8Y9lmXdJc recording]
-[https://youtu.be/eF8Y9lmXdJc recording]
 |-
 |style="background:rgb(102, 204, 255)"|11
@@ Line 287: / Line 281: @@
 |Texturing pipeline, bump maps, lightmaps, environment maps, shadow maps<!--Particle systems, flocking-->
 |Marschner, 11.1.3-11.1.4, 11.3<!--Marschner, 16.7-->
-|[https://docs.google.com/presentation/d/19aNHiFoJtplt1CTz0DSKYzGaY_X6xAHMeSi7nVl12E4/edit?usp=sharing slides]<br>
+|[https://docs.google.com/presentation/d/19aNHiFoJtplt1CTz0DSKYzGaY_X6xAHMeSi7nVl12E4/edit?usp=sharing slides] [https://youtu.be/Y_0KMPbe5p4 recording]
-[https://youtu.be/Y_0KMPbe5p4 recording]<!--[http://nameless.cis.udel.edu/class_data/cg_s2017/midterm_s2014.pdf 2014 midterm] (ignore Q7, Q9, Q10, and Q11)<br>
+<!--[http://nameless.cis.udel.edu/class_data/cg_s2017/midterm_s2014.pdf 2014 midterm] (ignore Q7, Q9, Q10, and Q11)<br>
 [http://nameless.cis.udel.edu/class_data/cg/midterm2004.pdf 2004 midterm] (look at questions 1.1, 1.2, 2.1, and 3.2 only)-->
 |-
@@ Line 319: / Line 313: @@
 |Flocking; introduction to [https://pybullet.org/wordpress/ Bullet physics library]<!--; magnification/minification, mipmaps-->
 |OpenGL tutorial on [http://www.opengl-tutorial.org/miscellaneous/clicking-on-objects/picking-with-a-physics-library/ clicking], [https://github.com/bulletphysics/bullet3/blob/master/docs/Bullet_User_Manual.pdf Bullet physics manual] (you don't have to read all of it, it's just for reference); Marschner, 11.1.3-11.1.4, 11.3
-|[https://docs.google.com/presentation/d/1kzhFGQ4L6556np4ZIyBNwDn-IQvzUqzR0SCr_F_Yc7E/edit?usp=sharing slides]<br>
+|[https://docs.google.com/presentation/d/1kzhFGQ4L6556np4ZIyBNwDn-IQvzUqzR0SCr_F_Yc7E/edit?usp=sharing slides] [https://youtu.be/fT4hFO2TDDk recording]<br>
-[https://youtu.be/fT4hFO2TDDk recording]<br>[[CISC440_S2021_HW3|HW #3]]
+[[CISC440_S2021_HW3|HW #3]]
 |-
 |
@@ Line 343: / Line 337: @@
 |Backface culling, Z-buffering, painter's algorithm
 |Marschner, 8.1.3-8.1.6,, 8.2-8.2.3, 8.4
-|[https://docs.google.com/presentation/d/1W_wpq2_qgLsqgfWbEJwAn-kNxUDU8PwLFxJ88iG4TQI/edit?usp=sharing slides]<br>
+|[https://docs.google.com/presentation/d/1W_wpq2_qgLsqgfWbEJwAn-kNxUDU8PwLFxJ88iG4TQI/edit?usp=sharing slides] [https://youtu.be/8i-FN7WJM1c recording]<br>''HW #3 due''
-[https://youtu.be/8i-FN7WJM1c recording]<br>''HW #3 due''
 |-
 |style="background:rgb(102, 204, 255)"|17
@@ Line 351: / Line 344: @@
 |BSP trees; DDA, midpoint line-drawing
 |Marschner, 12.4, 8.1-8.1.1, 8.3
-|[https://docs.google.com/presentation/d/1MX_ZHI8v2I66nM1fJjCWX4_hEsD5qZjGKB3s6q62pbQ/edit?usp=sharing slides]<br>
+|[https://docs.google.com/presentation/d/1MX_ZHI8v2I66nM1fJjCWX4_hEsD5qZjGKB3s6q62pbQ/edit?usp=sharing slides] [https://youtu.be/QY59DK9PfQg recording]<br>[[CISC440_S2021_HW4|HW #4]]
-[https://youtu.be/QY59DK9PfQg recording]<br>[[CISC440_S2021_HW4|HW #4]]
 |-
 |18
@@ Line 359: / Line 351: @@
 |Bezier curves and surfaces, Catmull-Rom splines, subdivision
 |Marschner, 15-15.6.1 (ignore material on knots, Hermite form)
-|[https://docs.google.com/presentation/d/11AfwRA3Hl6Fbto0BphNKoT0Wk_We2lZxOdzOkkheysU/edit?usp=sharing slides]<br>
+|[https://docs.google.com/presentation/d/11AfwRA3Hl6Fbto0BphNKoT0Wk_We2lZxOdzOkkheysU/edit?usp=sharing slides] [https://youtu.be/9LIe0C_7fJ8 recording]
-[https://youtu.be/9LIe0C_7fJ8 recording]<!--[https://docs.google.com/presentation/d/1l1iPQGlKUeOgLsd1x0TQnqcccyrT0YZv1NBXAuxNcEM/edit?usp=sharing slides]--><!--[[CISC440_S2019_HW3|HW #3]]-->
+<!--[https://docs.google.com/presentation/d/1l1iPQGlKUeOgLsd1x0TQnqcccyrT0YZv1NBXAuxNcEM/edit?usp=sharing slides]--><!--[[CISC440_S2019_HW3|HW #3]]-->
 |-
 |style="background:rgb(102, 204, 255)"|19
@@ Line 367: / Line 359: @@
 |Ray casting, intersection testing
 |Marschner, 4
-|[https://docs.google.com/presentation/d/1SVxn_vdDzClXHuCUwVbUX687463CZkTDKt9HeaRQWfE/edit?usp=sharing slides]<br>
+|[https://docs.google.com/presentation/d/1SVxn_vdDzClXHuCUwVbUX687463CZkTDKt9HeaRQWfE/edit?usp=sharing slides] [https://youtu.be/g6-E99EUBzg recording]
-[https://youtu.be/g6-E99EUBzg recording]
 |-
 |20
@@ Line 375: / Line 366: @@
 |Shadow rays (including soft shadows, ambient occlusion)
 |Marschner, 4
-|[https://docs.google.com/presentation/d/1rIPYy-Ei4bKeWkzLBvq1ZOJziLF0sDbplfDz8-RI5D8/edit?usp=sharing slides]<br>
+|[https://docs.google.com/presentation/d/1rIPYy-Ei4bKeWkzLBvq1ZOJziLF0sDbplfDz8-RI5D8/edit?usp=sharing slides] [https://youtu.be/I-8Jqyy3N0Y recording]
-[https://youtu.be/I-8Jqyy3N0Y recording]
 |-
 |style="background:rgb(102, 204, 255)"|21
@@ Line 383: / Line 373: @@
 |Reflections (including glossy), distributed/distribution ray tracing
 |Marschner, 4
-|[https://docs.google.com/presentation/d/1SvfLdCaRky7AzZVQrg6Z9hhDaP3ENOt_6tn5hCgXNXg/edit?usp=sharing slides]<br>
+|[https://docs.google.com/presentation/d/1SvfLdCaRky7AzZVQrg6Z9hhDaP3ENOt_6tn5hCgXNXg/edit?usp=sharing slides] [https://youtu.be/2fpO6eacbnI recording]<br>''HW #4 due May 2''<br>[[CISC440_S2021_HW5|HW #5]]
-[https://youtu.be/2fpO6eacbnI recording]<br>''HW #4 due May 2''<br>[[CISC440_S2021_HW5|HW #5]]
 |-
 |22
@@ Line 391: / Line 380: @@
 |Finish refractions, super-sampling for anti-aliasing, spatial data structures
 |Marschner, 4<!--, [http://nameless.cis.udel.edu/class_data/cg/jensen_photon_mapping_tutorial.pdf tutorial]-->
-|[https://docs.google.com/presentation/d/1N4dAL3zSVXg9vAQLLkjppdQKVgBTqrs6A2u_iw5oQcA/edit?usp=sharing slides]<br>
+|[https://docs.google.com/presentation/d/1N4dAL3zSVXg9vAQLLkjppdQKVgBTqrs6A2u_iw5oQcA/edit?usp=sharing slides] [https://youtu.be/k5pB5qale60 recording]
-[https://youtu.be/k5pB5qale60 recording]
 <!--[https://docs.google.com/presentation/d/1ouyej5ltRdqlp5x3FnqxWRq1cwmh9Lt-3PdRRHtpFOo/edit?usp=sharing slides]--><!--<br>''HW #3 due''<br>[[CISC440_S2019_HW4|HW #4]]-->
 |-
@@ Line 400: / Line 388: @@
 |Bidirectional ray tracing, photon mapping
 |Marschner, 4, 12.3, 13.1, 13.4; [http://nameless.cis.udel.edu/class_data/cg/heckbert_bidirectional.pdf "Bidirectional Ray Tracing"] paper, [http://web.cs.wpi.edu/~emmanuel/courses/cs563/write_ups/zackw/photon_mapping/PhotonMapping.html photon mapping introduction], [http://www.cc.gatech.edu/~phlosoft/photon/ online demo]
-|[https://docs.google.com/presentation/d/1WH04rXH5x9uTjhsJtp12vP4OrncgaXxAcyqTRiKEaKI/edit?usp=sharing slides]
+|[https://docs.google.com/presentation/d/1WH04rXH5x9uTjhsJtp12vP4OrncgaXxAcyqTRiKEaKI/edit?usp=sharing slides] [https://youtu.be/Q58G3JOhXvI recording]
 |-
 |24

Difference between revisions of "CISC440 S2021"

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