| 1주차 |
Introduction to DataMining and visualization and Install Python |
| 2주차 |
Python Basic builtin - functions |
| 3주차 |
Numpy basics : data types, array creation, indexing, broadcasting,structured arrays |
| 4주차 |
Pandas series : Shaping, Time-seines-related Dataframe : Reindexing, Reshaping, Plotting |
| 5주차 |
Pandas Array :Datetime, Sparse data, Text datag |
| 6주차 |
WordCloud : crawling |
| 7주차 |
Scipy : interpolation, Linear algebra,Statistics, Spatial data structures and algorithms |
| 8주차 |
Seaborn: : Lines, Bar, Maskers,subplot, figures, axes |
| 9주차 |
Matplotlib : Image, Contour, Vector Field |
| 10주차 |
geoPandas Mapping Geo Data |
| 11주차 |
Plotly 2D 3D chart, bar, pie |
| 12주차 |
scikit learn : supervised classification |
| 13주차 |
scikit learn : unsupervised classification |
| 14주차 |
프로젝트 발표 |
| 15주차 |
WordCloud : crawling ,기말고사 |
| 16주차 |
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