VexedTheBarber on Instagram: "Embrace the goofy my guys!"

Arjun Gupta | The Knight of Steel on Instagram: "Scroll down if you want the answer to the question at the end! Linear regression is a powerful statistical analysis tool! Tagging the wonderful @akcasuallycruel for letting me remix this with her! . . . #psychologyindia #psychmajor #statistics #regression #knightofsteel A beta = 0.904 mean that for 1SD increase in X there is a corresponding increase of 0.904SDs in Y. Although we cannot establish causal relationships simply through a regression"

ricks_ai_lab on Instagram: "🚀 𝐗𝐆𝐁𝐨𝐨𝐬𝐭 — 𝐃𝐞𝐜𝐢𝐬𝐢𝐨𝐧 𝐓𝐫𝐞𝐞𝐬, 𝐁𝐮𝐭 𝐓𝐫𝐚𝐢𝐧𝐞𝐝 𝐭𝐨 𝐅𝐢𝐱 𝐄𝐚𝐜𝐡 𝐎𝐭𝐡𝐞𝐫 🚀 XGBoost (Extreme Gradient Boosting) is a boosting algorithm that builds an ensemble of small decision trees sequentially, not independently like random forests. Each new tree focuses on correcting the mistakes of the previous ones. 🧠 𝐇𝐨𝐰 𝐗𝐆𝐁𝐨𝐨𝐬𝐭 𝐖𝐨𝐫𝐤𝐬 — Start with a simple initial prediction — Measure error using a differentiable loss function — Co