فهرست مطالب

• Title Page
• Copyright
• Dedication
• About the Authors
• Acknowledgments
• Introduction
• Why This Book
• Why Plotly Dash
• Who This Book Is For
• What’s in the Book
• Online Resources
• Part I: Crash Courses
• Chapter 1: Python Refresher
• Lists
• Slicing
• Dictionaries
• List Comprehension
• Object-Oriented Programming
• Decorator Functions and Annotations
• Summary
• Chapter 2: Pycharm Tutorial
• Installing PyCharm
• Creating a Project
• Running a Dash App
• Installing Dash Through PyCharm
• Using Dash with GitHub
• Summary
• Chapter 3: A Crash Course in Pandas
• Visual Overview Cheat Sheet
• Installing pandas
• Creating Objects in pandas
• Selecting Elements in DataFrames
• Modifying an Existing DataFrame
• Summary
• Resources
• Part II: Building Applications
• Chapter 4: First Dash App
• Setting Up the Project
• Dash Components
• Dash Callbacks
• Plotly Express Line Charts
• Summary
• Chapter 5: Global Data Analysis: Advanced Layouts and Graphs
• Setting Up the Project
• Dash Core Components
• Dash Callbacks
• Plotly Express Choropleth Maps
• Summary
• Chapter 6: Investment Portfolio: Building Larger Apps
• Asset Allocation
• Download and Run the App
• App Structure
• Setting Up the Project
• Layout and Styling
• Components
• Pie Chart Using Plotly Graph Objects
• Line Chart Using Plotly Graph Objects
• Dash Callbacks
• Summary
• Chapter 7: Exploring Machine Learning
• Dashboard Apps to Make Machine Learning Models More Intuitive
• The SVM Explorer App
• Layout and Styling
• Reusable Components
• Dash Callbacks
• Summary
• Resources
• Chapter 8: Tips and Tricks
• Dash Enterprise App Gallery
• Enhancing Your Learning with the Plotly Forum
• App Theme Explorer
• Debugging a Dash App
• dash-labs
• Formatting Your Code with Black
• Follow-up Resources
• Appendix: Python Basics
• Index