Self Driving Car Nano Degree Prerequisites
 Share
The version of the browser you are using is no longer supported. Please upgrade to a supported browser.Dismiss

 
Comment only
 
 
ABCDEFGHIJKLMNOPQRSTUVWXYZ
1
Last Added: Stanford - CNN for Visual Recognition 2017
2
Author: Amr- Mobile Developer -LinkedInArticle on Curriculum
Awesome Article:Self-Driving Car Engineer
3
SDC ND CurriculumML ND prerequisites
Beginner Study Group Channel
Autonomous Car Racing ResourcesGithub format of this spreadsheet
4
CategoryNameLevelImportant TopicsSource of this Info
5
Programming LanguagePython 3Intermediate
Numpy - Tuples, and dictionaries
Procedures, objects, modules
ML ND Prerequisites - Term 1
6
Programming LanguageC++IntermediateMemory Allocation - References - ClassesDavid SDC ND Instructor - Term 2 and 3
7
MathLinear AlgebraBasicMatrix MultiplicationDavid SDC ND Instructor
8
MathCalculusBasicDerivatives - IntegralsDavid SDC ND Instructor
9
MathStatisticsIntermediate
Mean - Standard Deviation - Probability Distributions
ML ND Prerequisites - David SDC ND Instructor
10
PhysicsPhysicsBasicVelocity - Torque - ForcesDavid SDC ND Instructor
11
Deep LearningMachine LearningBasicjust intro courseDavid and Oliver SDC ND Instructor
12
Deep Learning
Neural Networks
Basicjust intro courseOliver SDC ND Instructor
13
FrameworksOpenCVBasichave a lookDavid SDC ND Instructor
14
FrameworksTensorFlowBasichave a lookDavid SDC ND Instructor
15
FrameworksROSBasichave a lookDavid SDC ND Instructor
16
FrameworksKerasBasichave a lookDavid SDC ND Instructor
17
SDC ND Official Students Slack
SDC ND Public SlackAI ND SlackDeep Learning Study GroupSDC Official Student Slack
18
Robotics ND SlackOSSDC Slack
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
Loading...
Main menu