1. 課程入門 2. GPU選擇

1. Getting Start
Deep Learning or
Machine Learning
with Kaggle
王淳恆, Andrew Wang
聯發科技 技術副理
2018/01/27

2. Artificial Intelligence
Machine Learning
Deep Learning
IBM
Deep Blue
Google
Search
AlphaGo

3. Learning Roadmap for Machine
Learning
Study Python/R
Study Machine Learning
Kaggle

4. Coursera for Machine Learning
https://www.coursera.org/learn/machine-learning

5. Learning Roadmap for Deep
Learning
Study Python
Study Machine Learning
Kaggle
Study Deep Learning

6. Coursera for Deep Learning
https://www.coursera.org/specializations/deep-learning

7. Other Resources
• 台灣人工智慧學校
http://aiacademy.tw/
• Stanford: Convolutional Neural
Networks for Visual Recognition
http://cs231n.stanford.edu/
• 台大李宏毅老師 機器學習課程
http://speech.ee.ntu.edu.tw/~tlkagk/co
urses.html

8. GPU in Deep Learning for
Getting Start
• nVidia GPU
– GTX 1060
– GTX 1070
– GTX 1080
– GTX 1080 Ti
(Time is money!)

9. Gaming PC or NB for GPU
• XXX

10. 王淳恆 Andrew Wang
E-mail:
andrew.wang@mail2000.com.tw