01 Chap.0 Introduction to the Course
Introduction to the Course
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데이터 시각화를 위한 파이썬
- 01Chap.0 Introduction to the Course
- 02Chap.1 Matplotlib Anatomy
- 03Chap.2 Line Plot
- 04Chap.3 Scatter Plot
- 05Chap.4 Bar Plot
- 06Chap.5 Histogram
- 07Chap.6 3D and Contour Plot
- 08Chap.7 Other Plots
- 09Outro to the Course
Introduction to the Course
Chap.1 강의자료 다운로드
Lecture.1-00 Introduction to Chapter.1
Lecture.1-01-01 Making Figures and Axes(plt.figure, fig.add_subplot)
Lecture.1-01-02 Regular Axes Alignment(plt.subplots)
Lecture.1-01-03 Irregular Axes Alignment(plt.subplot2grid)
Lecture.1-01-04 Making Figure and Axes Practices
Lecture.1-01-05 Arbitrary Locations and Sizes(fig.add_axes)
Lecture.1-02-01 Axes Alignment Customizing(fig.tight_layout, fig.subplots_adjust)
Lecture.1-02-02 Axes Alignment Customizing(Practice)
Lecture.1-02-03 Axis Shaing(sharex, sharey)
Lecture.1-02-04 Axis Shaing(Practice)
Lecture1-02-05 Twinx and Axis Scale
Lecture.1-03-01 Titles and Labels(fig.suptitle, ax.set_title, ax.set_xlabel)
Lecture.1-03-02 Text and Title Alignment
Lecture.1-03-03 Text Properties and Font Dictionary
Lecture.1-04-01 Tick Params and Ticks(ax tick params, ax set xticks)
Lecture.1-04-02 Tick Labels and Practices(ax set xticklabels)
Lecture.1-05 Grid System
Lecture.1-06-01 Spine Objects
Lecture.1-06-02 Spine Locations
Lecture.1-07 Colors in Matplotlib
Lecture.1-08 Matplotlib Styles and rcParams
Chap.2 강의자료 다운로드
Lecture.2-00 Intro to Line Plot
Lecture.2-01-01 Line Plot Basics(ax.plot(y), ax.plot(x, y))
Lecture.2-01-02 Several Line Plots and VH Lines (ax.axvline, ax.axhline)
Lecture.2-02 Labels and Legends
Lecture.2-03 Line Styles and Markers
Lecture.2-04 Line Filling
Lecture.2-05-01 Exercise1 and Exercise2
Lecture.2-05-02 Exercise3
Lecture.2-05-03 Exercise4 and Exercise5
Lecture.2-05-04 Exercise6 and Exercise7
Lecture.2-05-05 Exercise8
Chap.3 강의자료 다운로드
Lecture.3-00 Intro to Bar Plot
Lecture.3-01 Scatter Plot Basics
Lecture.3-02 Advanced Markers and Legend
Lecture.3-03 Size Legend
Lecture.3-04-01 Exercise1 and Exercise2
Lecture.3-04-02 Exercise3
Chap.4 강의자료 다운로드
Lecture.4-00 Intro to Bar Plot
Lecture.4-01 Bar Plot Basics
Lecture.4-02 Multiple Bar Plots
Lecture.4-03 Rects Object
Lecture.4-04 Horizontal Bar Plots
Lecture.4-05-01 Exercise1 and Exercise2
Lecture.4-05-02 Exercise3
Lecture.4-05-03 Exercise4
Chap.5 강의자료 다운로드
Lecture.5-00 Intro to Histogram
Lecture.5-01 Histogram Basics
Lecture.5-02 Arguments of Histogram
Lecture.5-03 Multiple Histograms
Lecture.5-04 Histogram and Gaussian KDE
Lecture.5-05 Exercises
Chap.6 강의자료 다운로드
Lecture.6-00 Intro to 3D and Contour Plots
Lecture.6-01 3D Figure and Axes
Lecture.6-02 3D Plots with 1D Arrays
Lecture.6-03 3D Plots with 2D Arrays
Lecture.6-04 Contour Plots
Lecture.6-05 Filled and 3D Contour Plots
Chap.7 강의자료 다운로드
Lecture.7-01 Image Read and Show
Lecture.7-02 Stem Plots
Lecture.7-03 Box and Whisker Plots
Lecture.7-04 Pie Plots
Lecture.7-05 Vector Field Visualization
Outro to the Course
Introduction to the Course