Udemy - Data Visualization with Python - Plotly and Dash

  • CategoryOther
  • TypeTutorials
  • LanguageEnglish
  • Total size1.7 GB
  • Uploaded Byfreecoursewb
  • Downloads36
  • Last checkedOct. 28th '22
  • Date uploadedOct. 27th '22
  • Seeders 7
  • Leechers11

Infohash : ED1C0577DC7729976C42A51EE42092A65FE5A68D

Data Visualization with Python - Plotly & Dash



https://DevCourseWeb.com

Published 10/2022
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Genre: eLearning | Language: English | Duration: 38 lectures (4h 7m) | Size: 1.68 GB

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

What you'll learn
Create professional dashboards and visualizations from scratch with Plotly and Dash
Add interactivity to your dashboards and explore the data inside the browser
Customize any dashboard with Bootstrap, and redesign the components to fit your needs
Learn how to scrape financial information and transform it to gain additional insights about your portfolio
Create your own dashboard templates and reuse them in other projects

Description
You will learn how to create awesome dashboards using Plotly and Dash. The result will be a multipage interactive dashboard to help you monitor a stocks portfolio. The main goal is to give you the right tools to help you build any dashboard you need, or simply adapt existing ones! No coding experience is required.

Files:

[ DevCourseWeb.com ] Udemy - Data Visualization with Python - Plotly and Dash
  • Get Bonus Downloads Here.url (0.2 KB)
    • ~Get Your Files Here ! 1. Introduction
    • 1. Introduction.mp4 (32.5 MB)
    • 2. Course Overview.mp4 (25.7 MB)
      • Dashboard Course Zip inputs broker1
      • broker1.xlsx (14.8 KB)
      broker2
      • broker2.csv (2.1 KB)
      jupyter notebooks
      • BizExtractor.py (7.9 KB)
      • Dash Tutorial.ipynb (3.7 MB)
      • Notebook A - Intro and Transactions Enhancement.ipynb (43.8 KB)
      • Notebook B - Getting our Data ready.ipynb (171.7 KB)
      • Notebook C - Combining Plotly and Dash.ipynb (4.4 MB)
      outputs final_current_positions
      • final_current_positions_2021-12-05_02h51m.csv (12.6 KB)
      mega
      • MEGA_DF_2021-11-29_20h26m.csv (1.2 MB)
      • MEGA_DF_2021-12-05_01h36m.csv (1.2 MB)
      portfolio_df
      • portfolio_df_2021-12-05_01h56m.csv (217.1 KB)
      price_hist
      • AAPL_price_hist.csv (58.5 KB)
      • AMD_price_hist.csv (57.8 KB)
      • AMZN_price_hist.csv (50.8 KB)
      ticker_information
      • ticker_information.csv (20.0 KB)
      transactions_all
      • transactions_finaldf_2021-12-02_02h36m.xlsx (14.8 KB)
      plotly crash course
      • Plotly Crash Course - complete.ipynb (4.5 MB)
      • Plotly Crash Course - empty.ipynb (6.4 KB)
      • Plotly Crash Course_support.ipynb (4.5 MB)
      2. Data Preparation
      • 1. Taking Care of the Transactions.mp4 (91.3 MB)
      • 2. Scraping Market Information.mp4 (75.6 MB)
      • 3. Scraping Historical Prices.mp4 (75.0 MB)
      3. Plotly Crash Course
      • 1. Introduction to Plotly and Data Packages.mp4 (25.6 MB)
      • 2. Plotly Express and Scatter Plots.mp4 (72.5 MB)
      • 3. Line Plots.mp4 (53.9 MB)
      • 4. Bar Charts and Multiple Facets.mp4 (26.3 MB)
      • 5. Graph Objects and go.Figure().mp4 (40.3 MB)
      • 6. Adding Some Style to our Charts.mp4 (26.0 MB)
      • 7. Advanced Figure Customization.mp4 (55.1 MB)
      4. First Set of Charts
      • 1. Getting Our Portfolio Value.mp4 (41.6 MB)
      • 2. Creating the Portfolio Value Chart.mp4 (18.7 MB)
      • 3. Adding a New Trace for Net Invested.mp4 (51.4 MB)
      • 4. Drawdown Chart and Visualizing Monthly Buy and Sell Volume.mp4 (34.2 MB)
      • 5. Creating Candlestick Charts With Plotly.mp4 (40.8 MB)
      5. Advanced Visualizations
      • 1. Getting Data for the Tables.mp4 (30.6 MB)
      • 2. Quick Dash Sneak Peek with Data Tables.mp4 (45.2 MB)
      • 3. Using Plotly Indicators for KPIs.mp4 (56.2 MB)
      • 4. What is a Sunburst Chart.mp4 (29.1 MB)
      • 5. Continuous Color Scale Sunburst Example.mp4 (64.3 MB)
      6. Introduction to Dash
      • 1. Introduction and Loading JupyterDash.mp4 (55.5 MB)
      • 2. Defining the Page Layout and Adding Elements.mp4 (42.9 MB)
      • 3. Adding Columns and Customizing the Layout.mp4 (35.7 MB)
      • 4. Adapting Examples from the Documentation.mp4 (53.7 MB)
      • 5. Interactivity with Callbacks and Dropdowns.mp4 (45.9 MB)
      • 6. Coding the Callback with Inputs and Outputs.mp4 (19.7 MB)
      • 7. Updating Sizes and Debugging Dash Errors.mp4 (61.8 MB)
      7. Dash Layout and Advanced Customization
      • 1. Dash Bootstrap Themes and Local Assets Folder.mp4 (37.4 MB)
      • 2. Changing Themes and Using Class Names to Customize Elements.mp4 (50.6 MB)
      • 3. Creating Sidebars and Multi Page Apps.mp4 (32.5 MB)
      • 4. Navigating Pages with NavLinks and Callbacks.mp4 (37.8 MB)
      8. Building Our Own Dashboard
      • 1. Setting Up the Sidebar and Homepage.mp4 (65.0 MB)
      • 2. Adding the Ticker View, Sunburst and Table Pages.mp4 (38.8 MB)
      • 3. Callback Function Explained and Advanced Callbacks.mp4 (43.5 MB)
      • 4. Detailing Callback Inputs and Outputs.mp4 (27.4 MB)
      9. Thank you!
      • 1. Thank You and Final Words.mp4 (18.1 MB)
      • Bonus Resources.txt (0.4 KB)

Code:

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