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Computer Science
Web Development
Python Web Development
1. Fundamentals of Web Development
2. Python Environment Setup
3. Core Python for Web Development
4. Web Framework Fundamentals
5. Flask Web Development
6. Django Web Development
7. API Development
8. Database Integration
9. Testing Web Applications
10. Security in Web Applications
11. Performance and Optimization
12. Deployment and Production
13. Advanced Topics
11.
Performance and Optimization
11.1.
Performance Fundamentals
11.1.1.
Performance Metrics
11.1.2.
Bottleneck Identification
11.1.3.
Profiling Tools
11.2.
Application Performance
11.2.1.
Code Optimization
11.2.2.
Algorithm Efficiency
11.2.3.
Memory Management
11.2.4.
CPU Optimization
11.3.
Database Performance
11.3.1.
Query Optimization
11.3.2.
Database Indexing
11.3.3.
Connection Pooling
11.3.4.
Query Caching
11.4.
Caching Strategies
11.4.1.
Browser Caching
11.4.2.
Server-Side Caching
11.4.3.
Application-Level Caching
11.4.4.
Database Caching
11.4.5.
Distributed Caching
11.4.5.1.
Redis
11.4.5.2.
Memcached
11.5.
Static File Optimization
11.5.1.
File Compression
11.5.2.
Minification
11.5.3.
Content Delivery Networks
11.5.4.
Asset Bundling
11.6.
Asynchronous Programming
11.6.1.
async and await
11.6.2.
Event Loop
11.6.3.
Asynchronous Libraries
11.6.4.
ASGI Applications
11.7.
Load Testing
11.7.1.
Load Testing Tools
11.7.2.
Performance Benchmarking
11.7.3.
Stress Testing
11.7.4.
Capacity Planning
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12. Deployment and Production