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 data6 min read·Oct 23, 2023--7--7
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.7 min read·Dec 13, 2022--1--1
Rodrigo da Motta C. CarvalhoSimulating Vibrations: The Advanced Physics Behind Drums and SpeakersExploring the 2D Wave Equation Through Simulations and by Hearing Them12 min read·2 days 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.8 min read·Mar 9, 2024----
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 frameworks8 min read·Feb 16, 2024----
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…9 min read·Jan 10, 2024--1--1
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 scientists8 min read·Dec 13, 2023--1--1
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…6 min read·Aug 31, 2023--1--1
Rodrigo da Motta C. CarvalhoinTowards Data ScienceUnsupervised Learning Meets Emergent patternHow unsupervised learning can help us detect phase transitions and emergent phenomena?6 min read·Apr 26, 2023--1--1