2. Who am I ?
● Kent Shih (施晨揚)
● 熱愛 Data Analysis & Machine
Learning
● 痞客邦 - Manager, Alogrithm
Design & Research Team
https://www.facebook.com/texib
https://tw.linkedin.com/in/kentshih●
30. 詞向量 - One Hot v.s Continue Value
It is better for
analysis
Very High
Dimension
31. 詞向量 - One Hot Representation
Word One Hot Index
Apple 00000001
how 00000010
Are 00000100
You 00001000
I 00010000
Am 00100000
Fine 01000000
Book 10000000
How Are You ? I am Fine . Thank You
TF - Term Frequency
01111110
00001000
00010000
AND
You
I
00000000