وب سایت تخصصی شرکت فرین
دسته بندی دوره ها

Python Data Visualization: Dashboards with Plotly & Dash

سرفصل های دوره

Create custom Python visuals, interactive dashboards and web apps using Plotly & Dash, with unique, real-world projects


1 - Getting Started
  • 1 - Course Structure Outline
  • 2 - READ ME Important Notes for New Students.html
  • 3 - DOWNLOAD Course Resources.html
  • 3 - Interactive-Dashboards-with-Plotly-Dash.pdf
  • 3 - Interactive-Dashboards-with-Plotly-Dash.zip
  • 4 - Introducing the Course Project
  • 5 - Setting Expectations
  • 6 - Jupyter Installation Launch

  • 2 - Intro to Plotly Dash
  • 7 - Why Interactive Visuals
  • 8 - Installing Plotly Dash
  • 9 - The Anatomy of a Dash Application
  • 10 - The Worlds Simplest Dash App
  • 11 - Dash Component Deep Dive
  • 12 - Interactive Elements
  • 13 - Callback Functions
  • 14 - DEMO Callback Functions
  • 15 - Options for Running Your Application
  • 16 - ASSIGNMENT Simple Dash Application
  • 17 - SOLUTION Simple Dash Application
  • 18 - Plotly Visuals Dash Graph Components
  • 19 - Tying Interactive Elements to Visuals
  • 20 - ASSIGNMENT A More Realistic Dash App
  • 21 - SOLUTION A More Realistic Dash App
  • 22 - Key Takeaways

  • 3 - Plotly Figures Charts
  • 23 - Intro to Plotly Charts
  • 24 - DEMO Plotly Graph Objects
  • 25 - DEMO Plotly Express
  • 26 - Basic Plotly Charts
  • 27 - DEMO Scatterplots Line Charts
  • 28 - ASSIGNMENT Line Charts
  • 29 - SOLUTION Line Charts
  • 30 - Plotting Multiple Series
  • 31 - DEMO Bar Charts
  • 32 - ASSIGNMENT Bar Charts
  • 33 - SOLUTION Bar Charts
  • 34 - Pro Tip Bubble Charts
  • 35 - Pie Donut Charts
  • 36 - ASSIGNMENT Donut Bubble Charts
  • 37 - SOLUTION Donut Bubble Charts
  • 38 - Histograms
  • 39 - Update Methods
  • 40 - DEMO Updating Layout Traces
  • 41 - DEMO Updating X and Y Axes
  • 42 - Adding Annotations
  • 43 - ASSIGNMENT Chart Formatting
  • 44 - SOLUTION Chart Formatting
  • 45 - Choropleth Maps
  • 46 - DEMO Choropleth Maps
  • 47 - Mapbox Maps
  • 48 - DEMO Density Maps
  • 49 - ASSIGNMENT Maps
  • 50 - SOLUTION Maps
  • 51 - Key Takeaways

  • 4 - Interactive Elements
  • 52 - Intro to Interactive Elements
  • 53 - Interactive Element Overview
  • 54 - Dropdown Menus
  • 55 - DEMO Dropdowns
  • 56 - Checklists
  • 57 - ASSIGNMENT Checklists
  • 58 - SOLUTION Checklists
  • 59 - Radio Buttons
  • 60 - Sliders
  • 61 - Range Sliders
  • 62 - ASSIGNMENT Sliders
  • 63 - SOLUTION Sliders
  • 64 - Date Pickers
  • 65 - DEMO Date Pickers
  • 66 - Multiple Input Callbacks
  • 67 - Multiple Output Callbacks
  • 68 - ASSIGNMENT Multiple Interactive Elements
  • 69 - SOLUTION Multiple Interactive Elements
  • 70 - Key Takeaways

  • 5 - MIDCOURSE PROJECT
  • 71 - MidCourse Project Introduction
  • 72 - MidCourse Project Solution

  • 6 - Dashboard Layouts
  • 73 - Intro to Dashboard Layouts
  • 74 - Visual Elements Layout Options
  • 75 - Revisiting Dash App Layouts
  • 76 - HTML Markdown
  • 77 - ASSIGNMENT HTML Markdown
  • 78 - SOLUTION HTML Markdown
  • 79 - HTML Styles
  • 80 - Styling Interactive Elements
  • 81 - Styling Plotly Figures
  • 82 - ASSIGNMENT App Styling
  • 83 - SOLUTION App Styling
  • 84 - Dash Bootstrap Components
  • 85 - Dash Bootstrap Themes
  • 86 - DEMO Applying a Bootstrap Theme
  • 87 - GridBased Layouts
  • 88 - DEMO GridBased Layouts
  • 89 - Multiple Tabs
  • 90 - DEMO Multiple Tabs
  • 91 - ASSIGNMENT Building a Layout
  • 92 - SOLUTION Building a Layout
  • 93 - Key Takeaways

  • 7 - Advanced Topics
  • 94 - Intro to Advanced Topics
  • 95 - Dash Data Tables
  • 96 - DEMO Data Tables
  • 97 - ASSIGNMENT Data Tables
  • 98 - SOLUTION Data Tables
  • 99 - Conditional Callbacks
  • 100 - Chained Callbacks
  • 101 - Pro Tip Debug Mode
  • 102 - Interactive CrossFiltering
  • 103 - Manually Firing Callbacks
  • 104 - Periodically Firing Callbacks
  • 105 - DEMO RealTime Updates
  • 106 - ASSIGNMENT Advanced Callbacks
  • 107 - SOLUTION Advanced Callbacks
  • 108 - App Deployment Options
  • 109 - DEMO App Deployment
  • 110 - Key Takeaways

  • 8 - FINAL COURSE PROJECT
  • 111 - Final Project Introduction
  • 112 - Final Project Solution

  • 9 - BONUS LESSON
  • 113 - BONUS LESSON.html
  • 139,000 تومان
    بیش از یک محصول به صورت دانلودی میخواهید؟ محصول را به سبد خرید اضافه کنید.
    افزودن به سبد خرید
    خرید دانلودی فوری

    در این روش نیاز به افزودن محصول به سبد خرید و تکمیل اطلاعات نیست و شما پس از وارد کردن ایمیل خود و طی کردن مراحل پرداخت لینک های دریافت محصولات را در ایمیل خود دریافت خواهید کرد.

    ایمیل شما:
    تولید کننده:
    شناسه: 9723
    حجم: 3452 مگابایت
    مدت زمان: 512 دقیقه
    تاریخ انتشار: ۲۶ فروردین ۱۴۰۲
    طراحی سایت و خدمات سئو

    139,000 تومان
    افزودن به سبد خرید