PinnedRodrigo da Motta C. CarvalhoinTowards Data ScienceThe 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, 20237Oct 23, 20237
PinnedRodrigo da Motta C. CarvalhoinTowards Data ScienceNeural Network via InformationA quick theoretical and practical journey through an overview of neural network learning mechanisms via information theory.Dec 13, 20221Dec 13, 20221
Rodrigo da Motta C. CarvalhoSimulating Vibrations: The Advanced Physics Behind Drums and SpeakersExploring the 2D Wave Equation Through Simulations and by Hearing Them1d ago1d ago
Rodrigo da Motta C. CarvalhoinTowards 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 9Mar 9
Rodrigo da Motta C. CarvalhoinTowards 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 16Feb 16
Rodrigo da Motta C. CarvalhoIntroduction 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 101Jan 101
Rodrigo da Motta C. CarvalhoinTowards Data ScienceSolving Autocorrelation Problems in General Linear Model on a Real-World ApplicationDelving into one of the most common nightmares for data scientistsDec 13, 20231Dec 13, 20231
Rodrigo da Motta C. CarvalhoinTowards Data ScienceHow 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, 20231Aug 31, 20231
Rodrigo da Motta C. CarvalhoinTowards Data ScienceUnsupervised Learning Meets Emergent patternHow unsupervised learning can help us detect phase transitions and emergent phenomena?Apr 26, 20231Apr 26, 20231
