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YouTube

Comprehensive Analytics Reporting Tutorial with Python and Quarto

Keith Galli via YouTube

Overview

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Learn to create professional analytics reports, slideshows, websites, and dashboards with this 5-hour tutorial on Quarto and Python. Master Quarto basics including installation, markdown fundamentals, and Python code embedding while exploring multiple output formats (HTML, PDF, presentations). Develop skills in custom styling with fenced divs and page layouts, create parameterized reports that generate multiple custom documents from a single template, and build real-world applications through practical examples. The tutorial covers six comprehensive sections: Quarto fundamentals, parameterized reporting to generate hundreds of reports efficiently, converting Jupyter notebooks into polished analytics reports, building an Airbnb review analysis dashboard with interactive elements, creating data-driven presentations, and developing a complete data science portfolio website with custom themes and deployment options. Perfect for data scientists, analysts, and developers wanting to communicate their Python analyses more effectively.

Syllabus

0:00:00 - Video Overview
0:03:02 - Introduction & Quarto Overview
0:04:26 - Installation, Setup & Markdown Basics
0:11:00 - Styling & Formatting CSS, fenced divs
0:21:51 - Parameters & CLI Options
0:43:00 - HTML, Publishing & Static Docs
0:57:07 - Dashboards & Slideshows
1:18:25 - Websites & Automated Report Generation
1:38:38 - Overview & Starter Code
1:41:58 - Passing Parameters Python & R
1:45:14 - Dynamically Generating Markdown asis
1:50:34 - Adding Images, Graphs & Pagebreaks
1:56:32 - Tying Everything Together & Styling
2:04:29 - Overview & Accessing Code/Data
2:06:15 - Rendering Notebook as HTML
2:07:59 - Quick Report Improvements YAML, hiding code
2:12:44 - Business Context & Insights
2:18:59 - Aesthetic Refinements & Publishing
2:38:27 - Overview & Data Setup
2:40:05 - Dashboard Layout & Value Boxes
2:55:27 - Matplotlib Visualizations & Folium Map
3:11:45 - Interactive Tables itables
3:20:50 - Shiny Integration & Hosting
3:30:54 - Overview & Slideshow Basics
3:37:09 - PPTX & RevealJS Outputs
3:45:34 - Data Visualizations & Dataframes
3:49:09 - Presentation Features & Shortcuts
4:00:08 - _brand.yml Styling & Notebook to RevealJS
4:11:04 - Overview & Getting Started Quarto, Python
4:23:50 - Sidebar, Navigation & Custom Themes
4:39:42 - Adding Social Media Links
4:40:54 - Extra Sections & Navbar
4:51:29 - Deployment & Custom Domains

Taught by

Keith Galli

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