watching now
3 Students
53 Lessons
Intermediate

What Will You Learn?

  • Learn how to create plotly charts in dash e.g. line charts, bar charts, pie charts, donut charts, bubble charts, data tables, scattermapbox map charts and others.
  • Connect multiple inputs with multiple outputs in dash app or dashboard.
  • Get numeric values on cards and change dynamically with input components.
  • Create data frames for plotly charts in dash using pandas.
  • Use of indicators in dash.

Curriculum

7h 48m
Section 1: Introduction to Course
03:52
Section 2: Section 1: Covid - 19 Dashboard in Python by Plotly Dash
3:40:40
Download Files
Import Datasets links from GitHub Site
04:30
Unpivot the Columns of Datasets in Pandas
09:46
Merging the Data Frames in Pandas
12:31
Create New Column in the Data Frame
02:14
Create the Layout of Dash App
05:13
Add Logo Image in the Dash App Layout
06:48
Style the Logo Image in the App Layout
03:16
Add Title in the Dash App
03:47
Refresh the Date in the Dash App
10:04
Create and Display Data on Cards Part 1
02:55
Create and Display Data on Cards Part 2
15:34
Create and Display Data on Cards Part 3
05:39
Create and Display Data on Cards Part 4
00:47
Create Drop Down List
12:16
Create Indicators (KPIs) Part 1
07:37
Create Indicators (KPIs) Part 2
13:13
Create Indicators (KPIs) Part 3
08:28
Create Indicators (KPIs) Part 4
08:46
Create Donut Chart Part 1
03:46
Create Donut Chart Part 2
12:57
Create Combination of Line and Bar Chart
31:49
Create Scattermapbox Map Chart Part 1
17:23
Create Scattermapbox Map Chart Part 2
12:43
Create Scattermapbox Map Chart Part 3
07:04
Section 3: Section 2: Global Terrorism Dashboard in Python by Plotly Dash
1:31:57
Create the Title of Dash App
06:59
Create Drop Down List
08:10
Dependent Drop Down List (Chained Callbacks)
08:35
Create Range Slider
05:54
Create Combination of Stack Bar Chart and Line Chart Part 1
10:25
Create Combination of Stack Bar Chart and Line Chart Part 2
05:52
Create Combination of Stack Bar Chart and Line chart Part 3
11:14
Create Pie Chart
10:29
Create Scattermapbox Map Chart Part 1
03:02
Create Scattermapbox Map Chart Part 2
10:23
Create Scattermapbox Map Chart Part 3
09:00
Section 4: Section 3: Sales Dashboard in Python by Plotly Dash
2:31:56
Create the Title of Dash App
06:31
Create Slider in the Dash App
13:43
Create Radio Items
06:21
Create Horizontal Bar Chart 1 (Part 1)
14:24
Create Horizontal Bar Chart 1 (Part 2)
17:25
Create Donut Chart
15:28
Create Line Chart
12:01
Create Metric Part 1
14:22
Create Metric Part 2
05:08
Create Data Table Part 1
03:29
Create Data Table Part 2
15:28
Create Horizontal Bar Chart 2
12:02
Create Bubble chart
13:58

Description

Requirements

  • Basic knowledge of python, pandas and CSS.
  • Install Anaconda and create python environment in PyCharm or any other text editor.

About the Instructor

Reviews 4
Students 168
Courses 5

I have completed master degree in science (applied physics) but now I am teaching Microsoft Excel and Microsoft Power BI online and hundreds of students have enrolled in my courses. I love teaching online as well as I am teaching data analysis and data visualization.

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