Stanford ENGR108: Introduction to Applied Linear Algebra —Vectors, Matrices, and Least Squares

by Stanford Online · 54 videos

Total watch time

18h 29m

at speed · exactly 18 hours, 28 minutes, 49 seconds at 1×

18h 28m 49s
1.25×14h 47m 3s
1.5×12h 19m 13s
1.75×10h 33m 37s
9h 14m 25s
Average video20m 32s
Longest49m 48s
Shortest6m 3s
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Videos (54)

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1 Stanford ENGR108: Introduction to Applied Linear Algebra | 2020 | Lecture 1 - Introduction 10:26 2021-02-22
2 Stanford ENGR108: Introduction to Applied Linear Algebra | 2020 | Lecture 2 - vector notation 20:00 2021-02-22
3 Stanford ENGR108: Introduction to Applied Linear Algebra | 2020 | Lecture 3 - vector examples 18:24 2021-02-24
4 Stanford ENGR108: Introduction to Applied Linear Algebra | 2020 | Lecture 4-addition & scalar mult. 27:52 2021-02-24
5 Stanford ENGR108: Introduction to Applied Linear Algebra | 2020 | Lecture 5 - VMLS inner product 14:05 2021-02-24
6 Stanford ENGR108: Introduction to Applied Linear Algebra | 2020 | Lecture 6 - VMLS complexity 6:16 2021-02-24
7 Stanford ENGR108: Introduction to Applied Linear Algebra | 2020 | Lecture 7 - VMLS linear functions 13:59 2021-02-24
8 Stanford ENGR108: Introduction to Applied Linear Algebra | 2020 | Lecture 8-VMLS taylor approx & reg 20:49 2021-02-24
9 Stanford ENGR108: Introduction to Applied Linear Algebra | 2020 | Lecture 9 - VMLS norm 15:05 2021-02-24
10 Stanford ENGR108: Introduction to Applied Linear Algebra | 2020 | Lecture 10 - VMLS distance 14:15 2021-02-24
11 Stanford ENGR108: Introduction to Applied Linear Algebra | 2020 | Lecture 11-VMLS std. deviation 16:14 2021-02-24
12 Stanford ENGR108: Introduction to Applied Linear Algebra | 2020 | Lecture 12 - VMLS angle 23:39 2021-02-25
13 Stanford ENGR108: Introduction to Applied Linear Algebra | 2020 | Lecture 13 - VMLS k means 31:38 2021-02-25
14 Stanford ENGR108: Introduction to Applied Linear Algebra | 2020 | Lecture 14-VMLS k means app. 19:10 2021-02-25
15 Stanford ENGR108: Intro to Applied Linear Algebra | 2020 | Lecture 15-VMLS linear ind. 25:09 2021-02-25
16 Stanford ENGR108: Introduction to Applied Linear Algebra | 2020 | Lecture 16-VMLS Gram Schmidt algo. 15:24 2021-02-25
17 Stanford ENGR108: Introduction to Applied Linear Algebra | 2020 | Lecture 17 - VMLS matrix notation 42:25 2021-02-25
18 Stanford ENGR108: Introduction to Applied Linear Algebra | 2020 | Lecture 18-VMLS matrix vector mult 8:10 2021-02-26
19 Stanford ENGR108: Introduction to Applied Linear Algebra | 2020 | Lecture 19-VMLS matrix vector ex. 28:10 2021-02-26
20 Stanford ENGR108: Introduction to Applied Linear Algebra | 2020 | Lecture 20-VMLS selector matrices 6:03 2021-02-26
21 Stanford ENGR108: Introduction to Applied Linear Algebra | 2020 | Lecture 21 - VMLS incidence matrix 15:42 2021-02-26
22 Stanford ENGR108: Introduction to Applied Linear Algebra | 2020 | Lecture 22 - VMLS convolution 16:10 2021-02-26
23 Stanford ENGR108: Introduction to Applied Linear Algebra | 2020 | Lecture 23-VMLS vector linear func 15:59 2021-02-26
24 Stanford ENGR108: Introduction to Applied Linear Algebra | 2020 | Lecture 24-VMLS linear func models 17:26 2021-02-26
25 Stanford ENGR108: Introduction to Applied Linear Algebra | 2020 | Lecture 25 - VMLS linear equations 22:43 2021-02-26
26 Stanford ENGR108: Introduction to Applied Linear Algebra | 2020 | Lecture 26-VMLS linear dynamic sys 39:25 2021-02-26
27 Stanford ENGR108: Introduction to Applied Linear Algebra | 2020 | Lecture 27-VMLS matrix mult 25:25 2021-02-26
28 Stanford ENGR108: Introduction to Applied Linear Algebra | 2020 | Lecture 28-VMLS matrix mult ex 8:18 2021-02-26
29 Stanford ENGR108: Introduction to Applied Linear Algebra | 2020 | Lecture 29-VMLS mtrx pwrs & QR fac 16:01 2021-02-26
30 Stanford ENGR108: Introduction to Applied Linear Algebra | 2020 | Lecture 30-VMLS left & right inv. 35:22 2021-02-26
31 Stanford ENGR108: Introduction to Applied Linear Algebra | 2020 | Lecture 31-VMLS solving linear eqs 20:02 2021-02-26
32 Stanford ENGR108: Introduction to Applied Linear Algebra | 2020 | Lecture 32 - VMLS pseudo inverse 14:26 2021-02-26
33 Stanford ENGR108: Introduction to Applied Linear Algebra | 2020 | Lecture 33 - VMLS least squares 28:07 2021-02-26
34 Stanford ENGR108: Introduction to Applied Linear Algebra | 2020 | Lecture 34-VMLS least squares ex. 22:25 2021-02-26
35 Stanford ENGR108: Introduction to Applied Linear Algebra | 2020 | Lecture 35-VMLS LS data fitting 15:11 2021-02-26
36 Stanford ENGR108: Introduction to Applied Linear Algebra | 2020 | Lecture 36-VMLS fit univariate fnc 38:02 2021-02-26
37 Stanford ENGR108: Introduction to Applied Linear Algebra | 2020 | Lecture 37 - VMLS validation 30:38 2021-02-26
38 Stanford ENGR108: Introduction to Applied Linear Algebra | 2020 | Lecture 38 - VMLS classification 19:01 2021-02-26
39 Stanford ENGR108: Introduction to Applied Linear Algebra | 2020 | Lecture 39-VMLS LS classification 16:46 2021-02-26
40 Stanford ENGR108: Introduction to Applied Linear Algebra | 2020 | Lecture 40-VMLS multiclass classif 19:41 2021-02-26
41 Stanford ENGR108: Introduction to Applied Linear Algebra | 2020 | Lecture 41-VMLS multi objective LS 21:25 2021-02-26
42 Stanford ENGR108: Introduction to Applied Linear Algebra | 2020 | Lecture 42-ctrl via multi obj LS 12:05 2021-03-02
43 Stanford ENGR108: Introduction to Applied Linear Algebra | 2020 | Lecture 43-MLS est & inversion 23:51 2021-02-26
44 Stanford ENGR108: Introduction to Applied Linear Algebra | 2020 | Lecture 44-VMLS reg data fitting 14:15 2021-02-26
45 Stanford ENGR108: Introduction to Applied Linear Algebra | 2020 | Lecture 45-VMLS constrained LS 22:03 2021-02-26
46 Stanford ENGR108: Introduction to Applied Linear Algebra | 2020 | Lecture 46-VMLS solve cstr LS prob 16:43 2021-03-05
47 Stanford ENGR108: Introduction to Applied Linear Algebra | 2020 | Lecture 47-VMLS portfolio optim 49:48 2021-02-26
48 Stanford ENGR108: Introduction to Applied Linear Algebra | 2020 | Lecture 48-VMLS linear quadrt ctrl 23:55 2021-02-26
49 Stanford ENGR108: Introduction to Applied Linear Algebra | 2020 | Lecture 49-VMLS lin quadrt st est 15:45 2021-02-26
50 Stanford ENGR108: Introduction to Applied Linear Algebra | 2020 | Lecture 50-VMLS nonlinear eq. & LS 20:01 2021-02-26
51 Stanford ENGR108: Introduction to Applied Linear Algebra | 2020 | Lecture 51-VMLS Leven. Marq. algo 20:02 2021-02-26
52 Stanford ENGR108: Introduction to Applied Linear Algebra | 2020 | Lecture 52-VMLS nonlin mdl fitting 15:57 2021-02-26
53 Stanford ENGR108: Introduction to Applied Linear Algebra | 2020 | Lecture 53-VMLS cstrd nonlinear LS 17:13 2021-03-05
54 Stanford ENGR108: Introduction to Applied Linear Algebra | 2020 | Lecture 54-VMLS aug Lagragian mthd 21:43 2021-02-26

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