[Hyundai Rotem KDT]

1.[Data Science] NumPy - ndarray 생성과 속성

post-thumbnail

2.[Data Science] NumPy - indexing과 다양한 연산

post-thumbnail

3.[Data Science] Pandas - Series 생성과 조작

post-thumbnail

4.[Data Science] Pandas - DataFrame 생성과 조작

post-thumbnail

5.[Data Science] Pandas - DataFrame의 다양한 함수와 grouping

post-thumbnail

6.[Data Science] Pandas - DaraFrame을 활용한 데이터 전처리

post-thumbnail

7.[Data Science] Data Preprocessing - 이상치 처리 (Tukey's Fence, Z-Score)

post-thumbnail

8.[Data Science] Data Preprocessing - 데이터 정규화 (Min-Max, Z-Score)

post-thumbnail

9.[Machine Learning] 미분 - Numerical, Partial Derivative

post-thumbnail

10.[Machine Learning] 단순 선형 회귀 - Simple Linear Regression 1

post-thumbnail

11.[Machine Learning] 단순 선형 회귀 - Simple Linear Regression 2

post-thumbnail

12.[Machine Learning] K-최근접 이웃 알고리즘 - K-Nearest Neighbor

post-thumbnail

13.[Machine Learning] 다중 선형 회귀 - Multiple Linear Regression

post-thumbnail

14.[Machine Learning] 로지스틱 회귀 - Binary Classification 1

post-thumbnail

15.[Machine Learning] 로지스틱 회귀 - Binary Classification 2

post-thumbnail

16.[Machine Learning] 성능평가 - Evaluation, Metric

post-thumbnail

17.[Machine Learning] 로지스틱 회귀 - Mutinomial Classification 1

post-thumbnail

18.[Machine Learning] 로지스틱 회귀 - Mutinomial Classification 2

post-thumbnail

19.[Anaconda] GPU 환경설정

post-thumbnail

20.[Anaconda] 가상환경 생성

post-thumbnail

21.[Deep Learning] Image 기본

post-thumbnail

22.[Deep Learning] Convolutional Neural Network(CNN)

post-thumbnail