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[ TutGator com ] TalkPython - Python Data Visualization
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Ch 1. Welcome to the course
1 View Lecture Motivation.mp4
10 View Lecture Meet your instructor.mp4
2 View Lecture Statistics aren't enough.mp4
3 View Lecture Why visualize data.mp4
4 View Lecture Why Python.mp4
5 View Lecture Python visualization ecosystem.mp4
6 View Lecture Course objectives.mp4
7 View Lecture Topic outline.mp4
8 View Lecture Python check.mp4
9 View Lecture Source code.mp4
Ch 10. Course Conclusion
1 View Lecture Course review.mp4
10 View Lecture Dash.mp4
11 View Lecture My workflow.mp4
12 View Lecture Thank you.mp4
2 View Lecture Objectives.mp4
3 View Lecture Data vis concepts.mp4
4 View Lecture Matplotlib.mp4
5 View Lecture Pandas.mp4
6 View Lecture Seaborn.mp4
7 View Lecture Altair.mp4
8 View Lecture Plotly.mp4
9 View Lecture Streamlit.mp4
Ch 2. Visualization Concepts
1 View Lecture Intro to Visualization concepts.mp4
2 View Lecture Aesthetics.mp4
3 View Lecture Data types.mp4
4 View Lecture Visualization variables.mp4
5 View Lecture Colors.mp4
6 View Lecture Small multiple plots.mp4
7 View Lecture Analysis types.mp4
8 View Lecture Working with data.mp4
Ch 3. Matplotlib
1 View Lecture Matplotlib introduction.mp4
10 View Lecture Pyplot example.mp4
11 View Lecture Object Oriented API.mp4
12 View Lecture Histograms.mp4
13 View Lecture Figures and Axes.mp4
14 View Lecture Saving images.mp4
15 View Lecture Quick reference.mp4
16 View Lecture Line plots.mp4
17 View Lecture Bar charts.mp4
18 View Lecture Scatter plots.mp4
19 View Lecture Styles.mp4
2 View Lecture Matplotlib history.mp4
20 View Lecture Regression.mp4
21 View Lecture Customizing multiple plots.mp4
22 View Lecture References.mp4
23 View Lecture Summary.mp4
3 View Lecture Matplotlib landscape.mp4
4 View Lecture System setup.mp4
5 View Lecture Data set.mp4
6 View Lecture Figure overview.mp4
7 View Lecture Interface types.mp4
8 View Lecture Launching notebooks.mp4
9 View Lecture Reading data.mp4
Ch 4. Pandas
1 View Lecture Pandas introduction.mp4
2 View Lecture Pandas overview.mp4
3 View Lecture API overview.mp4
4 View Lecture Basic API examples.mp4
5 View Lecture API summary.mp4
6 View Lecture Specialized hist and boxplot API.mp4
7 View Lecture Advanced specialized plots.mp4
8 View Lecture Advanced plot summary.mp4
9 View Lecture Pandas conclusion.mp4
Ch 5. Seaborn
1 View Lecture Introduction to Seaborn.mp4
10 View Lecture Displot relplot and facetting.mp4
11 View Lecture Catplot API summary.mp4
12 View Lecture Specialized plots.mp4
13 View Lecture Heatmap.mp4
14 View Lecture Pair and jointplot.mp4
15 View Lecture Customizing Seaborn summary.mp4
16 View Lecture Seaborn summary.mp4
2 View Lecture Seaborn overview.mp4
3 View Lecture Getting started.mp4
4 View Lecture Figure and axes level plots.mp4
5 View Lecture Data set changes.mp4
6 View Lecture Displot.mp4
7 View Lecture Catplot.mp4
8 View Lecture Relplot.mp4
9 View Lecture Seaborn API summary.mp4
Ch 6. Altair
1 View Lecture Introduction to Altair.mp4
10 View Lecture Data type.mp4
11 View Lecture Types viz alterations.mp4
12 View Lecture Concat charts.mp4
13 View Lecture Faceting.mp4
14 View Lecture Layers.mp4
15 View Lecture Multiple chart summary.mp4
16 View Lecture Amazon data set.mp4
17 View Lecture Amazon authors.mp4
18 View Lecture Reference example.mp4
19 View Lecture Conclusion.mp4
2 View Lecture Overview.mp4
3 View Lecture Vega lite.mp4
4 View Lecture Installing.mp4
5 View Lecture Shorthand API.mp4
6 View Lecture Basic shorthand API.mp4
7 View Lecture Additional examples of the basic API.mp4
8 View Lecture Longhand API.mp4
9 View Lecture Longhand overview.mp4
Ch 7. Plotly
1 View Lecture Introduction to Plotly.mp4
10 View Lecture Line bar area.mp4
11 View Lecture Regression treemap heatmap.mp4
12 View Lecture Facetting.mp4
13 View Lecture Annotations.mp4
14 View Lecture Annotation summary.mp4
15 View Lecture Conclusion-1.mp4
2 View Lecture Overview-1.mp4
3 View Lecture API intro.mp4
4 View Lecture Installing-1.mp4
5 View Lecture Basic plotting.mp4
6 View Lecture Customizing.mp4
7 View Lecture Additional plot types.mp4
8 View Lecture API overview-1.mp4
9 View Lecture Scatter plots.mp4
Ch 8. Streamlit
1 View Lecture Introduction.mp4
10 View Lecture User input.mp4
11 View Lecture Show charts.mp4
12 View Lecture Sidebar intro.mp4
13 View Lecture Sidebar details.mp4
14 View Lecture Conclusion-2.mp4
2 View Lecture Background.mp4
3 View Lecture Installation.mp4
4 View Lecture Basic app concepts.mp4
5 View Lecture Simple app example.mp4
6 View Lecture Streamlit running overview.mp4
7 View Lecture API summary-1.mp4
8 View Lecture Widget Intro.mp4
9 View Lecture Widget interactivity.mp4
Ch 9. Dash
1 View Lecture Intro.mp4
10 View Lecture Interactive app.mp4
11 View Lecture Interactive app demo.mp4
12 View Lecture Callback reference.mp4
13 View Lecture Final app overview.mp4
14 View Lecture Full app part 1.mp4
15 View Lecture Full app data filtering.mp4
16 View Lecture Full app demo.mp4
17 View Lecture Advanced topics.mp4
18 View Lecture Conclusion-3.mp4
2 View Lecture Overview-2.mp4
3 View Lecture Why Dash.mp4
4 View Lecture Getting started-1.mp4
5 View Lecture Program structure.mp4
6 View Lecture First app.mp4
7 View Lecture Running app.mp4
8 View Lecture Component overview.mp4
9 View Lecture HTML.mp4
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