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"

Danica Simic on Instagram: "LLMs don't pay the bills. There are far more efficient algorithms you can use. - And they actually solve business problems. Last time I used neural networks with my clients and at my work is over 1 year ago. - if we don't count transformers. ✨In most business scenarios, simpler models like linear regression, decision trees, or ensemble methods (e.g., random forests, XGBoost) are often sufficient and preferable. Here's why: - Simpler models are easier for stakeholders