ImageNet's massive, object-centric dataset, built at the intersection of big data, GPUs, and deep convolutional networks, sparked the modern AI renaissance and set a new scientific standard for data-driven breakthroughs.
View full episode →“Financial markets provide a small, noisy data set that makes overfitting especially dangerous”
“Over‑customising parameters for a single asset leads to a slippery slope toward overfitting”
“Regime‑dependent models must be re‑trained frequently because market dynamics change faster than data accumulates”