Intuitively create sophisticated ML pipelines in fully-automated, assisted, or expert mode. Whether you’re a beginner or expert, you can use innovative methods like XGBoost, Elastic Net, Random Forest, and others, which compete to provide the best solution to drive your business forward. Leverage automated data health checks to better understand and cleanse your data before creating robust, optimized models. For more sophisticated users, use one-hot encoding, optimized imputation methods, and automated hyperparameter tuning. Datasets are automatically randomized and folded with holdout data and best-in-class techniques are applied to prevent pitfalls such as overfitting and target leakage.