Miguel PintoinTowards Data ScienceVisualize your Investment Portfolio with Sunburst Plots using Google ColabSunburst plots are an insightful way to visualize your investment portfolio. Google Colab makes it easy to create dynamic plots in the…Jun 20, 20211Jun 20, 20211
Miguel PintoinTowards Data ScienceHow to Download High-Resolution Satellite Data for Anywhere on EarthUsing Google Earth Engine Python API together with FireHR utility functions you can easily download time-series or cloud-free composites…Apr 26, 20213Apr 26, 20213
Miguel PintoinTowards Data ScienceLearn AI Today 05: Image segmentation with U-Net modelsA simple introduction to image segmentation for practical Deep LearningJan 15, 20211Jan 15, 20211
Miguel PintoinTowards Data ScienceTop 3 Free Deep Learning Courses in 2020A list of some of the best high-quality resources you can find online to learn Deep Learning for freeAug 24, 2020Aug 24, 2020
Miguel PintoinTowards Data ScienceLearn AI Today 04: Time Series Multi-Step ForecastingCreating and Training a 1D Convolutional Neural Network to predict multiple future time-steps of a Chaotic Time Series generated with…Aug 23, 20202Aug 23, 20202
Miguel PintoinTowards Data ScienceLearn AI Today: 03 — Potato Classification using Convolutional Neural NetworksCreating a CNN model in PyTorch and training it to identify types of potatos using fastai2 to make the code simpleAug 6, 2020Aug 6, 2020
Miguel PintoinTowards Data ScienceHow to Label Audio for Deep Learning in 4 Simple StepsA quick step-by-step guide to label audio files using Audacity and load the result in PythonJul 31, 20204Jul 31, 20204
Miguel PintoinTowards Data ScienceLearn AI Today: 02 — Introduction to Classification Problems using PyTorchClassifying flowers with Neural Networks, visualizing decision boundaries and understanding overfitting.Jul 27, 20201Jul 27, 20201
Miguel PintoinTowards Data ScienceLearn AI Today: 01 — Getting started with PytorchDefining and training a Pytorch model and visualizing the results dynamicallyJul 19, 2020Jul 19, 2020
Miguel PintoinTowards Data ScienceMy 2-Year Journey on Kaggle: How I Became a Competition MasterDescribing my journey and the strategy that I followed to become a Competition Master with a solo gold medalJul 13, 20202Jul 13, 20202