PinnedThomas A DorferinTowards Data ScienceTen Years of AI in ReviewFrom image classification to chatbot therapy·15 min read·May 23, 2023--12--12
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 ones·6 min read·Jun 16, 2023--3--3
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 paradigm·7 min read·May 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 clicks·7 min read·May 1, 2023--1--1
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 scenarios·8 min read·Apr 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…·9 min read·Apr 17, 2023--4--4
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 workflows·6 min read·Apr 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.·6 min read·Apr 6, 2023--1--1
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 projects·6 min read·Mar 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 Python·7 min read·Mar 23, 2023--6--6