Tag: Machine Learning

2 post(s)

Prediction vs Inference

Explains the differences between prediction and inference, the two main purposes of statistical learning, covering their characteristics and trade-off relationships. Includes the importance of function estimation for analyzing relationships between variables and interpretability.

Read in about 3 min readPublished: 2023-09-06

Statistical LearningMachine LearningPredictionInferenceFunction EstimationCorrelation

AI Will Be Optimized in This Direction

Explores the concept of Foundation models, parameters, and pre-training processes, and examines new directions in AI model optimization. Covers efficient AI development strategies using smaller models with abundant training data rather than larger models.

Read in about 3 min readPublished: 2023-09-04

AIFoundation ModelMachine LearningPre-trainingDeep LearningModel OptimizationLLM

Tag Info

‘Machine Learning’ tag has 2 posts