새싹교실/2022/옴마니반메훔: Difference between revisions

Latest revision as of 12:14, 1 May 2022

강사: 김동영 새싹: 원지환, ~~이수은~~

refer to Python Numpy Tutorial deep learning

calender OT: 3/13 1차: 3/20 2차: 3/27 3차: 4/03

lecture material github

things to study python algorithm

1차시

3/20 20:00-20:45 참가: 김동영, 원지환 불참: 이수은 배운 것

python, jupyter notebook, colab 소개
boolean, 사칙연산, string, list, loop, dictionary
ppt, colab

다음 시간에 배울 것

class
numpy

2차시

3/27 21:00-21:50 배운 것

numpy
class 조금
colab

다음 시간에 배울 것

numpy 실습
matplotlib

3차시

4/03 20:05-21:15 배운 것

numpy
matplotlib
colab

실습

numpy, matplotlib (quiz)

다음 시간에 배울 것

Introduction of neural network
Algorithm practice

4차시

5차시

5/01 20:00 - 21:10 배운 것

tensroflow, keras
perceptron, mlp
ppt

실습

NMIST 단순 신경망

다음 시간에 배울 것

CNN
backpropagation

@@ Line 1: / Line 1: @@
 강사: [[김동영]]
-새싹: [[원지환]], [[이수은]]
+새싹: 원지환, ~~이수은~~
 '''refer to'''
-https://cs231n.github.io/python-numpy-tutorial/
+[https://cs231n.github.io/python-numpy-tutorial/ Python Numpy Tutorial]
+[https://github.com/dhrim/MDC_2021/blob/master/deep_learming.md deep learning]
 '''calender'''
 OT: 3/13
-회: 3/20
+차: 3/20
+차: 3/27
+차: 4/03
 '''lecture material'''
 [https://github.com/ktasha45/sprout-class-2022 github]
+'''things to study'''
+python
+algorithm
 == 1차시 ==
 /20 20:00-20:45
+참가: 김동영, 원지환
+불참: 이수은
+배운 것
 * python, jupyter notebook, colab 소개
 * boolean, 사칙연산, string, list, loop, dictionary
+* [https://view.officeapps.live.com/op/view.aspx?src=https%3A%2F%2Fraw.githubusercontent.com%2Fktasha45%2Fsprout-class-2022%2Fmaster%2Ffirst.pptx&wdOrigin=BROWSELINK ppt], [https://github.com/ktasha45/sprout-class-2022/blob/master/learn_python_1.ipynb colab]
 다음 시간에 배울 것
 * class
-* numpy (아주 약간의 선형대수학)
+* numpy
+== 2차시 ==
+/27 21:00-21:50
+배운 것
+* numpy
+* class 조금
+* [https://github.com/ktasha45/sprout-class-2022/blob/master/learn_numpy.ipynb colab]
+다음 시간에 배울 것
+* numpy 실습
+* matplotlib
+== 3차시 ==
+/03 20:05-21:15
+배운 것
+* numpy
+* matplotlib
+* [https://github.com/ktasha45/sprout-class-2022/blob/master/learn_numpy2.ipynb colab]
+실습
+* numpy, matplotlib ([https://view.officeapps.live.com/op/view.aspx?src=https%3A%2F%2Fraw.githubusercontent.com%2Fktasha45%2Fsprout-class-2022%2Fmaster%2Flearn_numpy2-quiz.pptx&wdOrigin=BROWSELINK quiz])
+다음 시간에 배울 것
+* Introduction of neural network
+* Algorithm practice
+== 4차시 ==
+== 5차시 ==
+/01 20:00 - 21:10
+배운 것
+* tensroflow, keras
+* perceptron, mlp
+* [https://view.officeapps.live.com/op/view.aspx?src=https%3A%2F%2Fraw.githubusercontent.com%2Fktasha45%2Fsprout-class-2022%2Fmaster%2F%25EC%2583%2588%25EC%258B%25B9%25EA%25B5%2590%25EC%258B%25A4%25205%25EC%25A3%25BC.pptx&wdOrigin=BROWSELINK ppt]
+실습
+* [https://colab.research.google.com/github/ktasha45/sprout-class-2022/blob/master/tensorflow_1.ipynb#scrollTo=cnN1ivXBpXhB NMIST 단순 신경망]
+다음 시간에 배울 것
+* CNN
+* backpropagation