example random sampling Multi-arm Bandits (MABs) Markov Decision Processes (MDPs) links articles good-reads misc non-tech ML Deployment cloud azure ai tools marketing models retails data engineering migration infra data warehouses llms nlp nn courses data resources interviews MLE behavior techniques ml outliers distillation startup business leader agent summarize tool trends viz DA cto books system deep research ds evaluation finetuning peft quantization platform newsletters demos finance dl activation hallucination reinforcement learning chatbot rag job search reports math probability statistics adaptive experiment cv projects industry applications use-cases causal inference explain tech companies market fine-tune career hands-on design coding problems interview parameters optimizers prompt forecast google moe advertising measuring measurement overview sql

2025

2024

2017