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Data & AI
Complete AI tutorial and reference dataset.
intermediate
53 lessons
~1.97 hours
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Lessons
Machine Learning
· 18 lessons
01
Machine Learning
3 min
02
Artificial Intelligence
2 min
03
Machine Learning Languages
2 min
04
Machine Learning in JavaScript
3 min
05
Machine Learning Examples
2 min
06
Linear Graphs
1 min
07
Scatter Plots
2 min
08
Perceptrons
6 min
09
Pattern Recognition
2 min
10
Training a Perceptron
2 min
11
Testing a Perceptron
1 min
12
Machine Learning
3 min
13
ML Terminology
3 min
14
Machine Learning Data
3 min
15
Data Clusters
2 min
16
Linear Regressions
2 min
17
Deep Learning (DL)
3 min
18
Brain.js
2 min
TensorFlow
· 4 lessons
19
TensorFlow.js Tutorial
2 min
20
TensorFlow Operations
1 min
21
TensorFlow Models
2 min
22
TensorFlow.js Visor
1 min
Example 1
· 3 lessons
23
TensorFlow Example 1
1 min
24
Example 1 Data
1 min
25
Example 1 Model
2 min
Example 2
· 3 lessons
26
TensorFlow Example 2
1 min
27
Example 2 Data
1 min
28
Example 2 Model
2 min
JS Graphics
· 6 lessons
29
JavaScript Graphics
1 min
30
HTML Canvas
1 min
31
Plotly.js
1 min
32
Chart.js
1 min
33
Google Chart
1 min
34
D3.js
1 min
History
· 8 lessons
35
Human Intelligence
2 min
36
The History of Languages
2 min
37
The History of Numbers
5 min
38
The History of Computing
3 min
39
History of Robots
2 min
40
The History of AI
5 min
41
Job Replacement
2 min
42
Theory of Mind
3 min
Mathematics
· 6 lessons
43
ML Mathematics
3 min
44
Linear Functions
2 min
45
Linear Algebra
3 min
46
Vectors
2 min
47
Matrices
8 min
48
Tensors
2 min
Statistics
· 5 lessons
49
Machine Learning Statistics
2 min
50
Descriptive Statistics
1 min
51
Statistic Variability (Spread)
1 min
52
Distribution
3 min
53
Probability
3 min