딥러닝을 위한 파이썬 레벨2
01
Introduction to the Course
Orientation
체험하기
슬랙(Slack) 커뮤니티 가입 신청
강의자료 다운로드
02
Exercise Group.1: Jupyter Notebook 활용하기
Exercise 1~3
체험하기
03
Exercise Group.2: For Loop 확장하기
Exercise 4~6
체험하기
04
Exercise Group.3: Tuple and zip
Exercise 4~6 Review
Exercise 7~10
05
Exercise Group.4: Tuple Unpacking & zip 연습
Exercise 7~10 Review
Exercise 11~15
06
Exercise Group.5: For Loop + enumerate
Exercise 11~15 Review
Exercise 16~19
07
Exercise Group.6: zip + enumerate
Exercise 16~19 Review
Exercise 20~22
08
Exercise Group.7: (Mini-project) Top-5 Accuracy
Exercise 20~22 Review
Exercise 23~24
Project Lecture
09
Exercise Group.8: String Formatting
Exercise 23~25 Review
Exercise 26~32
10
Exercise Group.9: Dictionary
Exercise 26~32 Review
Exercise 33~38
11
Exercise Group.10: Dictionary Looping and Meta Data
Exercise 33~38 Review
Exercise 39~43
12
Exercise Group.11: (Mini-project) Mean Subtraction & Normalization
Exercise 39~43 Review
Project Overview
Project Lecture
13
Exercise Group.12: List Comprehension
Exercise 44 Review
Exercise 45~49
14
Exercise Group.13: Dictionary Comprehension
Exercise 45~49 Review
Exercise 50~53
15
Exercise Group.14: Importing Modules
Exercise 50~53 Review
Exercise 54~58
16
Exercise Group.15: 초월함수의 그래프
Exercise 54~58 Review
Exercise 59~65
17
Exercise Group.16: Average / Max Pooling
Exercise 59~65 Review
후반부 강의 안내사항
Exercise 66~69
18
Exercise Group.17: Correlation / Convolution
Exercise 66~69 Review
Exercise 70~71
19
Exercise Group.18: AveragePooling2D / MaxPooling2D
Exercise 70~71 Review
Exercise 72~73
20
Exercise Group.19: Corr2D / Conv2D
Exercise 72~73 Review
Exercise 74~75
21
Exercise Group.20: (Mini-project) Edge Detection
Exercise 74~75 Review
Project Overview
Project Lecture
22
Exercise Group.21: Zero-padding
Exercise 76 Review
Exercise 77~79
23
Exercise Group.22: 2D Zero-padding
Exercise 77~79 Review
Exercise 80~82
24
Exercise Group.23: Strides
Exercise 80~82 Review
Exercise 83~86
25
Exercise Group.24: 2D Strides
Exercise 83~86 Review
Exercise 87~89
26
Exercise Group.25: (Mini-project) Convolutional Layer
Exercise 87~80 Review
Project Overview
Project Lecture
27
Exercise Group.26: (Mini-project) K-Nearest Neighbor
Project Overview
Project Lecture
28
Exercise Group.27: (Mini-project) K-means Clustering
Project Overview
Project Leture
29
Outro to the Course
Outro to the Course
Exercise 1~3
02 Exercise Group.1: Jupyter Notebook 활용하기
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Exercise 1~3
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