آموزش بهینه‌سازی و محک‌زنی الگوریتم‌های هوش مصنوعی برای افزایش سرعت - آخرین آپدیت

Optimize and Benchmark AI Algorithms for Speed Optimize and Benchmark AI Algorithms for Speed

• Welcome and Why Speed Matters in Real AI Systems Welcome and Why Speed Matters in Real AI Systems

• Understanding Complexity: From Big O to Practical Speed Understanding Complexity: From Big-O to Practical Speed

• Hidden Costs: Constants, Cache Effects, and Real World Slowdowns Hidden Costs: Constants, Cache Effects, and Real-World Slowdowns

• Why Benchmarking Beats Guesswork Why Benchmarking Beats Guesswork

• Building Simple Benchmarks: Tools, Timers, and Fair Tests Building Simple Benchmarks: Tools, Timers, and Fair Tests

• Congratulations and Continuous Learning Journey Congratulations and Continuous Learning Journey