PinnedInTDS ArchivebyThomas A Dorfer·May 23, 2023Ten Years of AI in ReviewFrom image classification to chatbot therapyA response icon12A response icon12
InTDS ArchivebyThomas A Dorfer·Jan 24, 2025Avoid These Easily Missed Mistakes in Machine Learning Workflows — Part 2Using Unavailable Data at Prediction Time and Mixing Magic Numbers with Real NumbersA response icon1A response icon1
InTDS ArchivebyThomas A Dorfer·Jan 22, 2025Avoid These Easily Missed Mistakes in Machine Learning Workflows — Part 1Misusing identifiers, incorrect data splits, and ignoring rare feature values
InTDS ArchivebyThomas A Dorfer·Jan 15, 2025Visualizing XGBoost Parameters: A Data Scientist’s Guide To Better ModelsWhy understanding parameters is critical to building robust modelsA response icon12A response icon12
InTowards AIbyThomas A Dorfer·Jun 16, 2023Bagging vs. Boosting: The Power of Ensemble Methods in Machine LearningHow to maximize predictive performance by creating a strong learner from multiple weak onesA response icon4A response icon4
InTDS ArchivebyThomas A Dorfer·May 19, 2023YOLO-NAS: How to Achieve the Best Performance on Object Detection TasksA foundational model generated through neural architecture search, innovative quantization blocks, and a robust pre-training paradigm
InTDS ArchivebyThomas A Dorfer·May 1, 2023Quick and Easy Time-Series Forecasting in PowerBI: A Practical GuideHow to set up and configure a forecasting system in just a few clicksA response icon1A response icon1
InTDS ArchivebyThomas A Dorfer·Apr 24, 2023How to Choose the Best Evaluation Metric for Regression ProblemsA comprehensive guide covering the most commonly used evaluation metrics used in regression and their utility in different scenarios
InTDS ArchivebyThomas A Dorfer·Apr 17, 2023How to Choose the Best Evaluation Metric for Classification ProblemsA comprehensive guide covering the most commonly used evaluation metrics for supervised classification and their utility in different…A response icon4A response icon4
InTDS ArchivebyThomas A Dorfer·Apr 11, 2023Auto-Sklearn: How To Boost Performance and Efficiency Through Automated Machine LearningLearn how to leverage AutoML to maximize the outcome of your machine learning workflows
