Phase 038: AutoML
Phase 038 of the AI Encyclopedia — AutoML. Topics 0741–0760.
This phase covers AutoML. Below are the 20 concepts grouped under this phase — each is a future article in the Insightful AI World encyclopedia.
0741 AutoML explained
0742 Automated Data Preprocessing
0743 Automated Feature Engineering
0744 Automated Model Selection
0745 Hyperparameter Optimization
0746 Grid Search
0747 Random Search
0748 Bayesian Optimization
0749 Evolutionary Search
0750 Neural Architecture Search (introduction)
0751 Auto-sklearn
0752 AutoGluon
0753 TPOT
0754 H2O AutoML
0755 AutoML Evaluation
0756 AutoML for Tabular Data
0757 AutoML for Vision
0758 AutoML for NLP
0759 AutoML Governance
0760 Limits of AutoML