Table of Contents
1. Introduction
1.1 Learning Programming
1.2 Python Community
2. Development Environments
2.1 Text Editors and IDEs
2.2 Shells
Bash
zsh
PowerShell
2.3 Environment configuration
Dependency isolation
virtual environments (virtualenv)
Environment variables
Localhost tunnels
2.4 Source Control
2.5 Hosted Source Control Services
3. Programming Language
3.1 Language Concepts
Decorators
3.2 Runtimes
CPython
PyPy
MicroPython
IronPython
Jython
4. Testing
4.1 Testing Approaches
Database testing
Load testing
Test-driven development
4.2 Testing Concepts
Code coverage
Mocking
4.3 Debugging
pdb
ipdb
pudb
wdb
4.4 Logging
stdlib logging
DTrace
logbook
5. Documentation
5.1 Markup Languages
reStructuredText
AsciiDoc
5.2 Documentation Tools
Docstrings
Sphinx
pandoc
reportlab
6. Security
6.1 Scanning and Probing
Network scanning
Pentesting
6.2 Server security
Public key infrastructure
Firewalls
Symmetric keys
6.3 Web application security
Cross-Site Scripting
SQL injection
Cross Site Request Forgery
7. Web Development
7.1 Web Frameworks
7.2 Template Engines
7.3 Web design
7.4 CSS Frameworks
Foundation
Materialize
Concise
7.5 JavaScript
React
Vue.js
AngularJS
Ember
7.6 Task queues
Huey
7.7 Static site generators
7.8 Networking
8. Web App Deployment
There is also an
entire book
dedicated to Python web application deployment.
8.1 Hosting
Content Delivery Networks
8.2 Virtual Private Servers (VPSs)
Linode
Digital Ocean
Lightsail
8.3 Platform-as-a-Service
Heroku
PythonAnywhere
Elastic Beanstalk
8.4 Operating systems
Mint Linux
Mac OS X
Windows
8.5 Web servers
8.6 WSGI servers
mod_wsgi
uWSGI
8.7 Continuous integration
GoCD
BuildBot
8.8 Configuration management
Ansible
Salt
Fabric
8.9 Containers
Kubernetes
8.10 Serverless Architectures
Twilio Functions
Azure Functions
Bluemix OpenWhisk
9. Data
9.1 Relational databases
9.2 Object-relational mappers
9.3 NoSQL
9.4 Data analysis
NumPy
SciPy
Blaze
9.5 Data visualization
matplotlib
Seaborn
9.6 Natural Language Processing
NLTK
TextBlob
spaCy
9.7 Machine Learning
scikit-learn
pattern
Chainer
9.8 Web Scraping
Scrapy
MechnicalSoup
RoboBrowser
9.9 Search
Elastic Search
Whoosh
Solr
10. Web APIs
10.1 API concepts
REST
Helper libraries
Webhooks
10.2 API creation
Django REST Framework
Flask-RESTful
API Star
Flask API
Eve
10.3 API integration
Slack
Google APIs
11. DevOps
11.1 Monitoring
Sentry
Graphite
Prometheus
Service Canary
11.2 Hosted Monitoring Services
Rollbar
Sentry
New Relic
DataDog
11.3 Web App Performance
Vertical scaling
Horizontal scaling
Load balancing
11.4 Web Analytics
Google Analytics
Piwik
Heap