1. 1. Introduction
• 1.1 Learning Programming
• The Python Language
• Why Use Python?
• Python 2 or 3?
• Enterprise Python
• 1.2 Python Community
• Companies Using Python
• Best Python Resources
• Must-watch Python Videos
• Podcasts
2. 2. Development Environments
• 2.1 Text Editors and IDEs
• Vim
• Emacs
• Sublime Text
• PyCharm
• Jupyter Notebook
• 2.2 Shells
• Bourne-again shell (Bash)
• Zsh
• PowerShell
• 2.3 Terminal multiplexers
• tmux
• Screen
• 2.4 Environment configuration
• Application dependencies
• virtual environments (virtualenvs)
• Localhost tunnels
• 2.5 Source Control
• Git
• Mercurial
3. 3. Data
• 3.1 Relational databases
• PostgreSQL
• MySQL
• SQLite
• 3.2 Object-relational mappers
• SQLAlchemy
• Peewee
• Django ORM
• Pony ORM
• 3.3 NoSQL
• Redis
• MongoDB
• Apache Cassandra
• Neo4j
• 3.4 Data analysis
• pandas
• SciPy & NumPy
• 3.5 Data visualization
• Bokeh
• d3.js
• Matplotlib
• 3.6 Markup Languages
• Markdown
• reStructuredText
4. 4. Web Development
• 4.1 Web Frameworks
• Django
• Flask
• Bottle
• Pyramid
• Falcon
• Morepath
• Sanic
• Other web frameworks
• 4.2 Template Engines
• Jinja2
• Mako
• Django Templates
• 4.3 Web design
• HTML
• CSS
• Responsive Design
• Minification
• 4.4 CSS Frameworks
• Bootstrap
• Foundation
• 4.5 JavaScript
• React
• Vue.js
• Angular
• 4.6 Task queues
• Celery
• Redis Queue (RQ)
• Dramatiq
• 4.7 Static site generators
• Pelican
• Lektor
• MkDocs
• 4.8 Testing
• Unit testing
• Integration testing
• Debugging
• Code Metrics
• 4.9 Networking
• HTTPS
• WebSockets
• WebRTC
• 4.10 Web APIs
• Microservices
• Webhooks
• Bots
• 4.11 API creation
• API Frameworks
• Django REST Framework
• 4.12 API integration
• Twilio
• Stripe
• Slack
• Okta
• 4.13 Web application security
• SQL injection
• Cross Site Request Forgery
5. 5. Web App Deployment
• 5.1 Hosting
• Servers
• Static content
• Content Delivery Networks
• 5.2 Virtual Private Servers (VPS)
• Linode
• DigitalOcean
• Lightsail
• 5.3 Platform-as-a-Service
• Heroku
• PythonAnywhere
• AWS Codestar
• 5.4 Operating systems
• Ubuntu Linux
• macOS
• FreeBSD
• Windows
• 5.5 Web servers
• Apache HTTP Server
• Nginx
• Caddy
• 5.6 WSGI servers
• Green Unicorn
• uWSGI
• mod_wsgi
• 5.7 Continuous integration
• Jenkins
• GoCD
• 5.8 Configuration management
• Ansible
• Salt
• 5.9 Containers
• Docker
• Kubernetes
• 5.10 Serverless Architectures
• AWS Lambda
• Azure Functions
• Google Cloud Functions
6. 6. DevOps
• 6.1 Monitoring
• Datadog
• Prometheus
• Rollbar
• Sentry
• 6.2 Web App Performance
• Logging
• Caching
• Web Analytics
7. 7. Meta
• About the author
• What "full stack" means