PinnedPublished inTDS ArchiveThe Power of Independent Component Analysis (ICA) on Real-World Applications — EGG ExampleIndependent component analysis (ICA) is a powerful data-driven tool capable of separating linear contributions in the dataOct 23, 2023A response icon7Oct 23, 2023A response icon7
PinnedPublished inTDS ArchiveNeural Network via InformationA quick theoretical and practical journey through an overview of neural network learning mechanisms via information theory.Dec 13, 2022A response icon1Dec 13, 2022A response icon1
A ciência de dados dos dados de dados do Nerdcast de RPG: O dado é realmente justo?May 8A response icon1May 8A response icon1
Using Pre-Trained Transformers for Semantic Analysis of Self-Report measures in Psychology: A…Semantic similarities, redundancies, and desired measurement targets using transformer-based modelsJan 9Jan 9
Simulating Vibrations: The Advanced Physics Behind Drums and SpeakersExploring the 2D Wave Equation Through Simulations and by Hearing ThemJun 5, 2024Jun 5, 2024
Published inTowards AIHow I organized a one-week university course on Deep LearningThis article presents my experience and steps in organizing a 20-hour course on Deep Learning at USP, the best university in Latin America.Mar 9, 2024Mar 9, 2024
Published inTowards AIFrom a Deep Learning Model to a Web ApplicationHow to deploy your deep learning or machine learning service for thousands of people using service into the web using just Python frameworksFeb 16, 2024Feb 16, 2024
Introduction to MRI: Forget the classical explanations, let's go quantumThis article, delves into MRI fundamentals and the process to arrive at the final image. Exploring the real phenomena and, therefore, the…Jan 10, 2024A response icon1Jan 10, 2024A response icon1
Published inTDS ArchiveSolving Autocorrelation Problems in General Linear Model on a Real-World ApplicationDelving into one of the most common nightmares for data scientistsDec 13, 2023A response icon1Dec 13, 2023A response icon1
Published inTDS ArchiveHow Does the Uncertainty Principle Limit Time Series Analysis?Why we can’t extract precise time and frequency information from a time series mutually, and how wavelet analysis can tackle this…Aug 31, 2023A response icon1Aug 31, 2023A response icon1
