Programming Languages for PAI
Master the Perfect Trio: C++, Python & JavaScript
12 Weeks Each
36 Total Weeks
Integration Projects
🚀
C++
The Performance Core
High-performance computing and real-time processing for PAI systems
12
Weeks
4
Projects
Advanced
Level
🐍
Python
The AI Workhorse
Rapid development and machine learning for PAI applications
12
Weeks
4
Projects
Intermediate
Level
🌐
JavaScript/Node.js
The Universal Interface
Web interfaces and edge deployment for PAI systems
12
Weeks
4
Projects
Intermediate
Level
Integrated Learning Approach
Three phases of progressive skill development across all languages
1
Phase 1
Foundations
Weeks 1-4
Modern language features and best practices
- Modern language features and best practices
- Memory management and performance optimization
- Async programming and concurrency patterns
- Type systems and error handling
2
Phase 2
PAI-Specific Development
Weeks 5-8
Apply languages to PAI challenges
- Data processing pipelines
- Neural network implementations
- Real-time communication systems
- Performance optimization techniques
3
Phase 3
Integration Projects
Weeks 9-12
Build complete PAI systems
- Multi-language PAI applications
- Performance-critical C++ cores
- Python ML pipelines
- JavaScript user interfaces
Weekly Structure Preview
See how the three languages integrate week by week
| Week | C++ Focus | Python Focus | JavaScript Focus | Integration Project |
|---|---|---|---|---|
| 1 | Modern C++17/20 | Type Hints & Features | ES2022+ & TypeScript | PAI Config System |
| 2 | Smart Pointers & RAII | Async Programming | Promise Patterns | Data Pipeline |
| 3 | Move Semantics | Data Classes | Modules & Bundling | Model Interface |
| 4 | Memory Management | NumPy & Pandas | Express.js APIs | Training Monitor |
| 5 | Concurrent Programming | PyTorch Basics | WebSockets | Real-time System |
| 6 | Cache Optimization | Data Visualization | React Dashboards | Monitoring UI |
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