Greetings
Here I just want to share my notes on deep learning. Maybe it will be useful for someone or for me in the future.
I enjoy learning and sharing but I did not find any good place to organize and share my notes. So I decided to create my own place. Even several years ago I planned to share my notes on my blog (well, I didnāt do it often š«¢). This year I just re-realize how precious the time is and how important it is to find and be myself. So Here I am.
print("Hello World!")Why Deep?
In fact, there are plenty of alias for Deep Learning, loke Machine Learning(ML), Neural Network(NN), Artificial Intelligence(AI), Angent etc. We all have experienced the change of terms referring to this whole thing. While I prefer the idea of DL, because this name really shows me some insights which is analogous to our real life.
Insights
- Artificial Intelligence is the Goal; Machine Learning is the Methodā, which I quote here from CS189.
- The idea of using data to fit ML/DL models is very similar to human learning process. Sometimes it feels like we learn just like machine, but we are more generalized.
- Linear algebra is GOD-like.