| 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 |
| 5주차 |
Pandas Dataframe : Reindexing, Reshaping, Plotting |
| 6주차 |
Pandas Array :Datetime, Sparse data, Text datag |
| 7주차 |
Scipy : interpolation, Linear algebra |
| 8주차 |
Scipy : Statistics, Spatial data structures and algorithms |
| 9주차 |
Seaborn: : Lines, Bar, Maskers,subplot, figures, axes |
| 10주차 |
Matplotlib : Image, Contour, Vector Field |
| 11주차 |
Matplotlib : Text, Labels, Annotatoin |
| 12주차 |
Bokeh : Interactive visualization |
| 13주차 |
Bokeh : Categorical Data and Network graphs |
| 14주차 |
geoPandas Mapping Geo Data |
| 15주차 |
WordCloud : crawling ,기말고사 |
| 16주차 |
프로젝트 발표 |