Data Visualization with Python – Plotly & Dash

سرفصل های دوره

Learn everything you need to start creating awesome dashboards for your data!

1. Introduction

1. Introduction

2.1 Dashboard Course Zip.zip

2. Course Overview

2. Data Preparation

1. Taking Care of the Transactions

2. Scraping Market Information

3. Scraping Historical Prices

3. Plotly Crash Course

1. Introduction to Plotly and Data Packages

2. Plotly Express and Scatter Plots

3. Line Plots

4. Bar Charts and Multiple Facets

5. Graph Objects and go.Figure()

6. Adding Some Style to our Charts

7. Advanced Figure Customization

4. First Set of Charts

1. Getting Our Portfolio Value

2. Creating the Portfolio Value Chart

3. Adding a New Trace for Net Invested

4. Drawdown Chart and Visualizing Monthly Buy and Sell Volume

5. Creating Candlestick Charts With Plotly

5. Advanced Visualizations

1. Getting Data for the Tables

2. Quick Dash Sneak Peek with Data Tables

3. Using Plotly Indicators for KPIs

4. What is a Sunburst Chart

5. Continuous Color Scale Sunburst Example

6. Introduction to Dash

1. Introduction and Loading JupyterDash

2. Defining the Page Layout and Adding Elements

3. Adding Columns and Customizing the Layout

4. Adapting Examples from the Documentation

5. Interactivity with Callbacks and Dropdowns

6. Coding the Callback with Inputs and Outputs

7. Updating Sizes and Debugging Dash Errors

7. Dash Layout and Advanced Customization

1. Dash Bootstrap Themes and Local Assets Folder

2. Changing Themes and Using Class Names to Customize Elements

3. Creating Sidebars and Multi Page Apps

4. Navigating Pages with NavLinks and Callbacks

8. Building Our Own Dashboard

1. Setting Up the Sidebar and Homepage

2. Adding the Ticker View, Sunburst and Table Pages

3. Callback Function Explained and Advanced Callbacks

4. Detailing Callback Inputs and Outputs

9. Thank you!

1. Thank You and Final Words

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تولید کننده: Udemy-Training