INTRODUCTION TO DATA SCIENCE
WFAiS UJ, Informatyka Stosowana II stopień studiów
1
19/12/2017
This lecture is
based on course by E. Fox and C. Guestrin, Univ of Washington
Visual product recommender
19/12/2017
2
Visual product recommender
19/12/2017
3
19/12/2017
4
Features are key to machine learning
Classifiers
19/12/2017
5
Classifiers
19/12/2017
6
19/12/2017
7
Neural networks:
learning *very*
non-linear features
Classifiers
19/12/2017
8
Classifiers
19/12/2017
9
Classifiers
19/12/2017
10
Classifiers
19/12/2017
11
Classifiers
19/12/2017
12
A neural network
19/12/2017
13
19/12/2017
14
Application of deep learning to computer vision
Deep Learning
19/12/2017
15
Deep Learning
19/12/2017
16
Deep Learning
19/12/2017
17
Deep Learning
19/12/2017
18
Deep Learning
19/12/2017
19
Deep Learning performance
19/12/2017
20
Deep Learning performance
19/12/2017
21
Deep Learning performance
19/12/2017
22
Deep learning in computer vision
19/12/2017
23
Deep learning in computer vision
19/12/2017
24
Challenges
19/12/2017
25
Year 2015
Deep learning workflow
19/12/2017
26
Deep learning workflow
19/12/2017
27
Challenges
19/12/2017
28
Year 2015
Transfer learning
19/12/2017
29
Transfer learning
19/12/2017
30
Transfer learning
19/12/2017
31
Transfer learning
19/12/2017
32
Transfer learning
19/12/2017
33
What you can do now …
19/12/2017
34
