[ML/DL study note] 2-1 Train Set and Test Set
AI Study Note 2021. 11. 1. 17:23

Study Source 혼자 공부하는 머신러닝/딥러닝 Chaper 01-1 Study Date 2021/11/01 Supervised Learning and Unsupervised Learning ML algorithm can be classified with Supervised Learning and Unsupervised Learning. In Supervised Learning, we need a data and it`s answer(label) to train. In example of Bream ans Smelt, data was length and weight, and answer was whether it is Bream or not. We call this input and target. ..

[ML/DL study note] 1-3 Machine Learning, K-Nearest Neighbor
AI Study Note 2021. 10. 31. 14:23

Study Source 혼자 공부하는 머신러닝/딥러닝 Chaper 01-1 Study Date 2021/10/31 Requirements Our client is a App Market that is popular for cheep and good products. They started to sell live fishes. But there was a simple problem, it was that the employees can not classify the fish. This situations delays delivery. So They want you to Auto-Fish-Classification ML. Let`s solve this. Auto-Fish-Classification Probl..

[ML/DL study note] 1-2 DevEnv(CoLab, Jupyter Notebook)
AI Study Note 2021. 10. 31. 14:13

Study Source 혼자 공부하는 머신러닝/딥러닝 Chaper 01-1 Study Date 2021/10/31 Google CoLab & Jupyter Notebook Let' access to colab.research.google.com. You must have a google account. As you can see here, you can easily add code and it's comment in cell. Like notion.so, it is easy to use and edit. One more important thing is that you can execute codes in cell right away. If you double click a cell, you can ea..

[ML/DL study note] 1-1 History, AGI/StrongAI, ML, DL
AI Study Note 2021. 10. 30. 22:40

Study Source 혼자 공부하는 머신러닝/딥러닝 Chaper 01-1 Study Date 2021/10/30 History of AI image from 박해선 - 혼자 공부하는 머신러닝+딥러닝 유튜브 강좌 Q. Why First winter has came? A. So many are there, but important: Lack of computer performance, Moravec's paradox, ...etc. With many reasons, it consequently made funding stop and the... ❄️ Winter has come ❄️ image from Game of thrones After that, Expert System has developed, s..