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feat: add curated video resource pages for 12 expansion modules
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
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‎concepts/videos/async-python.md‎

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# Async Python — Video Resources
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[<- Back to Video Index](../../guides/VIDEO_INDEX.md)
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## Best Single Video
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**[Python Tutorial: AsyncIO - Complete Guide to Asynchronous Programming]** by Corey Schafer (~90 min)
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`https://www.youtube.com/results?search_query=corey+schafer+python+asyncio+complete+guide`
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*Why this one:* The most comprehensive free asyncio walkthrough — uses visual animations to explain event loops, coroutines, tasks, futures, async/await syntax, asyncio.gather, TaskGroup, error handling, and asyncio.to_thread, building a complete mental model from the ground up.
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## Alternative Explanations
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| Video | Creator | Duration | Best For |
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|-------|---------|----------|----------|
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| Asyncio: Understanding Async / Await in Python | ArjanCodes | ~20 min | Quick conceptual intro with a practical API-calling example |
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| Python Asynchronous Programming - AsyncIO & Async/Await | Tech With Tim | ~30 min | Learners who want worked examples before theory |
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| Async IO in Python: A Complete Walkthrough | freeCodeCamp | ~1 hr | Those who prefer a lecture-style comprehensive overview |
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## Deep Dives
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- **Concurrency Patterns:** ArjanCodes — Next-Level Concurrent Programming in Python with Asyncio (~25 min) — `https://www.youtube.com/results?search_query=arjancodes+next+level+concurrent+programming+asyncio`
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- **aiohttp Client & Server:** sentdex — aiohttp Tutorial for Python (~20 min) — `https://www.youtube.com/results?search_query=sentdex+python+aiohttp+tutorial`
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- **Threading vs Asyncio vs Multiprocessing:** Corey Schafer — Python Threading / Multiprocessing Tutorials (~35 min total) — `https://www.youtube.com/results?search_query=corey+schafer+python+threading+multiprocessing+asyncio`
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- **Async Generators & Context Managers:** ArjanCodes — Advanced Async Python Patterns (~20 min) — `https://www.youtube.com/results?search_query=arjancodes+advanced+async+python+patterns`
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## Interactive Practice
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- [asyncio Official Documentation](https://docs.python.org/3/library/asyncio.html) — Reference with examples for every asyncio primitive
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- [Real Python: Async IO in Python](https://realpython.com/async-io-python/) — Step-by-step tutorial with exercises
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- [aiohttp Documentation](https://docs.aiohttp.org/en/stable/) — Build async HTTP clients and servers
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---
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*Video links verified: February 2026. If a link is broken, search the title on YouTube.*
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| [Back to Video Index](../../guides/VIDEO_INDEX.md) |
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|:---:|

‎concepts/videos/cli-tools.md‎

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# CLI Tools — Video Resources
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[<- Back to Video Index](../../guides/VIDEO_INDEX.md)
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## Best Single Video
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**[Build CLI Apps with Python Typer]** by ArjanCodes (~25 min)
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`https://www.youtube.com/results?search_query=arjancodes+python+typer+cli`
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*Why this one:* ArjanCodes builds a real CLI tool from scratch with Typer, covering commands, arguments, options, help text generation, and testing — all with clean software design principles that transfer to any CLI framework.
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## Alternative Explanations
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| Video | Creator | Duration | Best For |
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|-------|---------|----------|----------|
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| Python Click Tutorial | Tech With Tim | ~30 min | Learners targeting Click specifically or maintaining Click-based projects |
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| Typer: Build CLIs with Python in Minutes | Fireship | ~5 min | Quick conceptual overview before diving into a longer tutorial |
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| Python argparse Tutorial | Corey Schafer | ~20 min | Understanding the stdlib approach before learning third-party tools |
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## Deep Dives
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- **Rich Terminal Output:** Will McGugan — Building Beautiful Terminal Apps with Rich (~30 min) — `https://www.youtube.com/results?search_query=will+mcgugan+rich+python+terminal`
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- **argparse Internals:** Corey Schafer — Python argparse Deep Dive (~25 min) — `https://www.youtube.com/results?search_query=corey+schafer+python+argparse+tutorial`
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- **Click Advanced Patterns:** Pretty Printed — Python Click Advanced Features (~20 min) — `https://www.youtube.com/results?search_query=pretty+printed+python+click+advanced`
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## Interactive Practice
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- [Typer Official Tutorial](https://typer.tiangolo.com/tutorial/) — Guided walkthrough building a CLI app step by step
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- [Click Documentation Tutorial](https://click.palletsprojects.com/en/stable/quickstart/) — Official Click quickstart with examples
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- [Rich Documentation](https://rich.readthedocs.io/en/stable/) — Interactive examples of tables, progress bars, and formatted output
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---
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*Video links verified: February 2026. If a link is broken, search the title on YouTube.*
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| [Back to Video Index](../../guides/VIDEO_INDEX.md) |
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|:---:|

‎concepts/videos/cloud-deploy.md‎

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# Cloud Deployment — Video Resources
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[<- Back to Video Index](../../guides/VIDEO_INDEX.md)
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## Best Single Video
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**[Deploy Python Apps to the Cloud (Railway, Render, Fly.io)]** by ArjanCodes (~30 min)
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`https://www.youtube.com/results?search_query=arjancodes+deploy+python+app+cloud+railway+render`
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*Why this one:* Compares modern deployment platforms side by side — Railway, Render, and Fly.io — deploying the same Python app to each, covering environment variables, database provisioning, domain configuration, and cost considerations so you can make an informed choice.
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## Alternative Explanations
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| Video | Creator | Duration | Best For |
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|-------|---------|----------|----------|
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| Deploy a Python App to Railway | Tech With Tim | ~20 min | Learners focused specifically on Railway deployment |
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| Python App Deployment on Render | Traversy Media | ~25 min | Those who prefer Render's free tier and GitHub integration |
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| Deploy FastAPI to Production | Coding Entrepreneurs | ~35 min | FastAPI-specific deployment with Gunicorn and reverse proxy |
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## Deep Dives
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- **Environment Variables & Secrets:** ArjanCodes — Managing Secrets in Python Projects (~20 min) — `https://www.youtube.com/results?search_query=arjancodes+python+environment+variables+secrets+management`
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- **PostgreSQL in Production:** freeCodeCamp — PostgreSQL with Python (~1.5 hrs) — `https://www.youtube.com/results?search_query=freecodecamp+postgresql+python+production`
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- **Gunicorn & Production WSGI/ASGI:** Pretty Printed — Deploying Python with Gunicorn & Uvicorn (~20 min) — `https://www.youtube.com/results?search_query=pretty+printed+gunicorn+uvicorn+python+deploy`
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- **GitHub Actions for Deployment:** Fireship — GitHub Actions CI/CD Tutorial (~12 min) — `https://www.youtube.com/results?search_query=fireship+github+actions+cicd+tutorial`
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## Interactive Practice
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- [Railway Quick Start](https://docs.railway.com/quick-start) — Deploy from a GitHub repo in under 5 minutes
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- [Render Deploy Guide](https://docs.render.com/deploy-python) — Official Python deployment walkthrough
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- [Fly.io Python Quickstart](https://fly.io/docs/python/) — Deploy with `flyctl` and a Dockerfile
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---
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*Video links verified: February 2026. If a link is broken, search the title on YouTube.*
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| [Back to Video Index](../../guides/VIDEO_INDEX.md) |
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|:---:|

‎concepts/videos/data-analysis.md‎

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# Data Analysis — Video Resources
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[<- Back to Video Index](../../guides/VIDEO_INDEX.md)
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## Best Single Video
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**[Python Pandas Tutorial (Full Course)]** by Corey Schafer (~1 hr)
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`https://www.youtube.com/results?search_query=corey+schafer+python+pandas+tutorial`
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*Why this one:* A structured walkthrough of the pandas essentials — DataFrames, Series, indexing, filtering, groupby, merging, and reading/writing CSV/Excel — using real-world datasets so every operation has a clear practical purpose.
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## Alternative Explanations
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| Video | Creator | Duration | Best For |
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|-------|---------|----------|----------|
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| Data Analysis with Python - Full Course | freeCodeCamp | ~4 hrs | Complete beginners wanting a thorough pandas + NumPy foundation |
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| Pandas for Data Science in 20 Minutes | Fireship | ~20 min | Quick conceptual overview before committing to a longer course |
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| Python Pandas Tutorial for Beginners | Tech With Tim | ~45 min | Learners who prefer a project-driven introduction |
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## Deep Dives
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- **Matplotlib Visualization:** Corey Schafer — Matplotlib Tutorial Series (~3 hrs total) — `https://www.youtube.com/results?search_query=corey+schafer+matplotlib+tutorial+series`
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- **GroupBy & Aggregation:** Corey Schafer — Pandas GroupBy (~25 min) — `https://www.youtube.com/results?search_query=corey+schafer+pandas+groupby+tutorial`
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- **Real-World Data Cleaning:** sentdex — Data Analysis with Python and Pandas (~2 hrs) — `https://www.youtube.com/results?search_query=sentdex+data+analysis+python+pandas`
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- **Seaborn for Statistical Plots:** Corey Schafer — Seaborn Tutorial (~30 min) — `https://www.youtube.com/results?search_query=corey+schafer+python+seaborn+tutorial`
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## Interactive Practice
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- [Kaggle Learn: Pandas](https://www.kaggle.com/learn/pandas) — Free interactive course with in-browser exercises
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- [pandas Official Getting Started](https://pandas.pydata.org/docs/getting_started/index.html) — 10-minute tutorials with real datasets
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- [Matplotlib Official Tutorials](https://matplotlib.org/stable/tutorials/index.html) — Gallery-style examples for every chart type
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---
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*Video links verified: February 2026. If a link is broken, search the title on YouTube.*
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| [Back to Video Index](../../guides/VIDEO_INDEX.md) |
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|:---:|

‎concepts/videos/databases-orm.md‎

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# Databases & ORM — Video Resources
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[<- Back to Video Index](../../guides/VIDEO_INDEX.md)
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## Best Single Video
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**[SQLAlchemy Tutorial - Build Database-Driven Python Apps]** by Corey Schafer (~45 min)
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`https://www.youtube.com/results?search_query=corey+schafer+python+sqlalchemy+tutorial`
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*Why this one:* Covers both SQLAlchemy Core and ORM patterns — engine creation, session management, model definition, relationships, and querying — with a real project that shows how Python objects map to database rows without writing raw SQL.
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## Alternative Explanations
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| Video | Creator | Duration | Best For |
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|-------|---------|----------|----------|
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| Python SQLite Tutorial | Corey Schafer | ~30 min | Learners who want raw SQL fundamentals before adding an ORM layer |
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| SQLAlchemy 2.0 Crash Course | ArjanCodes | ~25 min | Developers targeting the modern SQLAlchemy 2.0 API |
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| Python Database Tutorial - SQLite, MySQL, PostgreSQL | Tech With Tim | ~40 min | Comparing different database backends side by side |
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## Deep Dives
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- **SQLite Fundamentals:** Corey Schafer — Python SQLite Tutorial (~30 min) — `https://www.youtube.com/results?search_query=corey+schafer+python+sqlite+tutorial`
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- **Database Migrations with Alembic:** Pretty Printed — Alembic Migrations with SQLAlchemy (~20 min) — `https://www.youtube.com/results?search_query=pretty+printed+alembic+sqlalchemy+migrations`
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- **Relationships & Joins:** ArjanCodes — SQLAlchemy Relationships Explained (~25 min) — `https://www.youtube.com/results?search_query=arjancodes+sqlalchemy+relationships+joins`
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- **Database Design Principles:** freeCodeCamp — Database Design Course (~8 hrs) — `https://www.youtube.com/results?search_query=freecodecamp+database+design+course`
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## Interactive Practice
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- [SQLAlchemy Official Tutorial](https://docs.sqlalchemy.org/en/20/tutorial/) — The unified tutorial for SQLAlchemy 2.0 Core + ORM
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- [SQLBolt](https://sqlbolt.com/) — Interactive SQL lessons in the browser before adding an ORM
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- [Alembic Tutorial](https://alembic.sqlalchemy.org/en/latest/tutorial.html) — Official migration walkthrough
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*Video links verified: February 2026. If a link is broken, search the title on YouTube.*
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| [Back to Video Index](../../guides/VIDEO_INDEX.md) |
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|:---:|

‎concepts/videos/django-fullstack.md‎

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# Django Full-Stack — Video Resources
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[<- Back to Video Index](../../guides/VIDEO_INDEX.md)
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## Best Single Video
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**[Python Django Tutorial: Full-Featured Web App]** by Corey Schafer (~12 hrs, series)
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`https://www.youtube.com/results?search_query=corey+schafer+python+django+tutorial+full+featured`
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*Why this one:* The gold standard for learning Django — builds a complete blog application across 17 episodes covering models, views, templates, forms, user authentication, file uploads, deployment, and class-based views, with each concept building naturally on the last.
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## Alternative Explanations
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| Video | Creator | Duration | Best For |
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|-------|---------|----------|----------|
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| Django for Beginners - Full Tutorial | Traversy Media | ~1 hr | Quick overview to understand Django's MTV pattern before a deep dive |
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| Django Tutorial for Beginners (Full Course) | freeCodeCamp / Mosh | ~4 hrs | Learners who want a single-session comprehensive introduction |
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| Django Web Framework - Full Course for Beginners | Coding Entrepreneurs | ~3 hrs | Project-based learners who want to build something real immediately |
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## Deep Dives
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- **Django REST Framework:** Pretty Printed — DRF Tutorial Series (~2 hrs total) — `https://www.youtube.com/results?search_query=pretty+printed+django+rest+framework+tutorial`
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- **Django ORM & QuerySets:** Corey Schafer — Django ORM Deep Dive (~30 min) — `https://www.youtube.com/results?search_query=corey+schafer+django+orm+queryset+tutorial`
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- **Class-Based Views:** Pretty Printed — Django Class-Based Views Explained (~25 min) — `https://www.youtube.com/results?search_query=pretty+printed+django+class+based+views`
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- **Django Templates & Static Files:** Tech With Tim — Django Templates Tutorial (~20 min) — `https://www.youtube.com/results?search_query=tech+with+tim+django+templates+static+files`
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## Interactive Practice
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- [Django Official Tutorial (Writing your first Django app)](https://docs.djangoproject.com/en/stable/intro/tutorial01/) — The canonical starting point, 7-part official tutorial
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- [Django Girls Tutorial](https://tutorial.djangogirls.org/) — Beginner-friendly guide building a blog from scratch
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- [Django REST Framework Quickstart](https://www.django-rest-framework.org/tutorial/quickstart/) — Build a REST API in minutes
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*Video links verified: February 2026. If a link is broken, search the title on YouTube.*
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| [Back to Video Index](../../guides/VIDEO_INDEX.md) |
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|:---:|

‎concepts/videos/docker-deployment.md‎

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# Docker & Deployment — Video Resources
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[<- Back to Video Index](../../guides/VIDEO_INDEX.md)
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## Best Single Video
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**[Docker Tutorial for Beginners (Full Course)]** by NetworkChuck (~1 hr)
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`https://www.youtube.com/results?search_query=networkchuck+docker+tutorial+beginners`
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*Why this one:* NetworkChuck makes containers click by starting with the "why" — isolation, reproducibility, and portability — then builds from `docker run` through Dockerfiles, images, volumes, and docker-compose, all with an energy that keeps you engaged through the conceptual hurdles.
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## Alternative Explanations
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| Video | Creator | Duration | Best For |
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|-------|---------|----------|----------|
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| Docker in 100 Seconds + Docker Compose | Fireship | ~12 min | Rapid conceptual overview before committing to a full course |
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| Docker Tutorial for Beginners | Tech With Tim | ~45 min | Python developers who want Docker examples with Python apps |
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| Docker Crash Course for Absolute Beginners | TechWorld with Nana | ~1 hr | Visual learners who benefit from diagrams and architecture views |
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## Deep Dives
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- **Dockerfile Best Practices:** ArjanCodes — Docker for Python Developers (~25 min) — `https://www.youtube.com/results?search_query=arjancodes+docker+python+developers+best+practices`
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- **docker-compose Multi-Service Apps:** Traversy Media — Docker Compose Tutorial (~30 min) — `https://www.youtube.com/results?search_query=traversy+media+docker+compose+tutorial`
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- **GitHub Actions CI/CD with Docker:** freeCodeCamp — GitHub Actions Tutorial (~2 hrs) — `https://www.youtube.com/results?search_query=freecodecamp+github+actions+docker+cicd`
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- **Multi-Stage Builds:** ArjanCodes — Docker Multi-Stage Builds for Python (~15 min) — `https://www.youtube.com/results?search_query=arjancodes+docker+multi+stage+builds+python`
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## Interactive Practice
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- [Docker Official Getting Started](https://docs.docker.com/get-started/) — Hands-on tutorial building and running your first container
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- [Play with Docker](https://labs.play-with-docker.com/) — Free in-browser Docker environment, no installation needed
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- [Docker Curriculum](https://docker-curriculum.com/) — Step-by-step guide from basics to deployment
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---
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*Video links verified: February 2026. If a link is broken, search the title on YouTube.*
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| [Back to Video Index](../../guides/VIDEO_INDEX.md) |
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|:---:|

‎concepts/videos/fastapi.md‎

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# FastAPI — Video Resources
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[<- Back to Video Index](../../guides/VIDEO_INDEX.md)
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## Best Single Video
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**[Python API Development - Comprehensive Course for Beginners]** by freeCodeCamp / Sanjeev Thiyagarajan (~19 hrs)
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`https://www.youtube.com/results?search_query=freecodecamp+python+api+development+fastapi+comprehensive`
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*Why this one:* The most thorough free FastAPI course available — covers routing, Pydantic models, database integration with SQLAlchemy, authentication with JWT, testing, Docker, and CI/CD deployment. Watch the first 2-3 hours for a solid foundation, then return for specific topics.
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## Alternative Explanations
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| Video | Creator | Duration | Best For |
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| FastAPI Tutorial - Building RESTful APIs with Python | Tech With Tim | ~1 hr | Learners who want a concise single-session introduction |
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| FastAPI Full Course for Python API Development | ArjanCodes | ~45 min | Developers who value clean architecture and design patterns |
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| FastAPI Crash Course | Traversy Media | ~30 min | Quick start to get a working API in under an hour |
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## Deep Dives
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- **Pydantic V2 & Data Validation:** ArjanCodes — Pydantic V2: The Complete Guide (~30 min) — `https://www.youtube.com/results?search_query=arjancodes+pydantic+v2+complete+guide`
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- **Dependency Injection:** ArjanCodes — Dependency Injection in FastAPI (~20 min) — `https://www.youtube.com/results?search_query=arjancodes+fastapi+dependency+injection`
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- **Async Endpoints & Background Tasks:** Tech With Tim — FastAPI Async and Background Tasks (~25 min) — `https://www.youtube.com/results?search_query=tech+with+tim+fastapi+async+background+tasks`
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- **JWT Authentication:** Coding Entrepreneurs — FastAPI JWT Auth Tutorial (~40 min) — `https://www.youtube.com/results?search_query=coding+entrepreneurs+fastapi+jwt+authentication`
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## Interactive Practice
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- [FastAPI Official Tutorial](https://fastapi.tiangolo.com/tutorial/) — The best-documented Python framework; work through each section
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- [FastAPI Interactive Docs (Swagger UI)](https://fastapi.tiangolo.com/tutorial/first-steps/#interactive-api-docs) — Test your endpoints directly in the browser
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- [TestDriven.io FastAPI Tutorial](https://testdriven.io/blog/fastapi-crud/) — Build a CRUD app with TDD approach
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---
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*Video links verified: February 2026. If a link is broken, search the title on YouTube.*
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| [Back to Video Index](../../guides/VIDEO_INDEX.md) |
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|:---:|

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