Introduction So far in this series, we’ve taken apart how a Transformer works internally — embeddings, positional encoding, self-attention, Q/K/V. […]
Introduction In the last post, we covered the big picture: what embeddings are, why Transformers replaced RNNs, and how encoder
In retail finance, active swing trading and passive buy-and-hold investing are often framed as opposing philosophies. Social media promises that
Introduction Every cluster in our CloudNativePG series so far has been single-primary, multi-replica — one instance takes writes, the rest
The final two weeks of a 12-week project building a natural language portfolio query engine on Oracle APEX 24.2 +
Platform: Oracle APEX 24.2.17 on Autonomous Database (Always Free)Database: Oracle AI Database 26ai (23.26.3.2.0)Symptom: Every page in App Builder shows
A Step-by-Step Journey from 42% to 100% Accuracy — Weeks 6 to 10 Platform: Oracle APEX 24.2 + Oracle AI
“Just put it in Senior Citizen Savings Scheme and live off the interest.” Here is what actually happens — year
Real Indian market data. 1,000 Monte Carlo simulations. Here is what the numbers actually say. The Question Everyone is Asking
Introduction Every cluster you’ve built so far in this series has quietly been using asynchronous streaming replication — the safe,