TildAlice – Tech Blog for Developers
Python, AI, Deep Learning, Data Analysis, Computer Vision, Reinforcement Learning โ tips and tutorials
Latest Posts
-
PPO vs DQN: Discrete Action Spaces Beat Continuous 3x
Compare PPO and DQN performance on discrete vs continuous control tasks. Surprising speed differences revealed through benchmark experiments.
-
DPO vs RLHF: 5 Interview Questions That Trip Up Developers
Compare DPO vs RLHF in these 5 tricky interview questions. Master the key differences in preference learning that catch most developers off guard.
-
Docker Compose DNS Fails in Prod: 4 Fixes That Work
Docker Compose DNS failing in production? Debug network conflicts, resolve service discovery issues, and fix container communication with these 4 proven methods.
-
Recursion Stack Overflow: DFS Depth Limit & Iterative Fix
Fix recursion stack overflow in DFS algorithms with depth limits and iterative solutions. Learn practical fixes for deep tree traversal problems.
-
FFT vs Welch: Legacy Vibration Code Migration Pitfalls
Migrated legacy FFT code to scipy.signal.welch โ false alarms tripled. Here's the window scaling trap that broke production thresholds.
-
RAG vs Fine-Tuning: When Each Wins in Production LLMs
Compare RAG vs Fine-Tuning for production LLMs. Learn when retrieval beats training, cost-performance tradeoffs, and real-world deployment patterns.
-
pip install Works, Production Breaks: Dependency Hell Fix
pip install succeeds, production crashesโhere's why dependency resolution isn't enough and how hash verification catches what pip misses.
-
YOLO vs SAM vs Grounding DINO: Task-Based Selection
Compare YOLO, SAM, and Grounding DINO for computer vision tasks. Learn which model excels at detection, segmentation, and zero-shot scenarios.