PinnedThomas A DorferinTowards Data ScienceTen Years of AI in ReviewFrom image classification to chatbot therapyMay 23, 202312May 23, 202312
Thomas A DorferinTowards AIBagging vs. Boosting: The Power of Ensemble Methods in Machine LearningHow to maximize predictive performance by creating a strong learner from multiple weak onesJun 16, 20234Jun 16, 20234
Thomas A DorferinTowards Data ScienceYOLO-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 paradigmMay 19, 2023May 19, 2023
Thomas A DorferinTowards Data ScienceQuick and Easy Time-Series Forecasting in PowerBI: A Practical GuideHow to set up and configure a forecasting system in just a few clicksMay 1, 20231May 1, 20231
Thomas A DorferinTowards Data ScienceHow 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 scenariosApr 24, 2023Apr 24, 2023
Thomas A DorferinTowards Data ScienceHow 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…Apr 17, 20234Apr 17, 20234
Thomas A DorferinTowards Data ScienceAuto-Sklearn: How To Boost Performance and Efficiency Through Automated Machine LearningLearn how to leverage AutoML to maximize the outcome of your machine learning workflowsApr 11, 2023Apr 11, 2023
Thomas A DorferinTowards Data ScienceAdvanced Time-Series Anomaly Detection with Deep Learning in PowerBIHow a complex and cutting-edge approach, creatively borrowed from computer vision, can be implemented in just a few clicks.Apr 6, 20231Apr 6, 20231
Thomas A DorferinTowards Data ScienceHow To Use Argument Parsing for Greater Efficiency in Machine Learning WorkflowsA complete guide on how to use argparse for your command line applications and how it can be leveraged for machine learning projectsMar 29, 2023Mar 29, 2023
Thomas A DorferinTowards Data ScienceEnhanced Object Detection: How To Effectively Implement YOLOv8A practical guide to object detection in images, videos, and real-time webcam feed using both CLI and PythonMar 23, 20236Mar 23, 20236
