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…3 min read·Jun 20, 2021--1--1
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…5 min read·Apr 26, 2021--3--3
Miguel PintoinTowards Data ScienceLearn AI Today 05: Image segmentation with U-Net modelsA simple introduction to image segmentation for practical Deep Learning7 min read·Jan 15, 2021--1--1
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 free3 min read·Aug 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…7 min read·Aug 23, 2020--2--2
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 simple8 min read·Aug 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 Python4 min read·Jul 31, 2020--4--4
Miguel PintoinTowards Data ScienceLearn AI Today: 02 — Introduction to Classification Problems using PyTorchClassifying flowers with Neural Networks, visualizing decision boundaries and understanding overfitting.9 min read·Jul 27, 2020--1--1
Miguel PintoinTowards Data ScienceLearn AI Today: 01 — Getting started with PytorchDefining and training a Pytorch model and visualizing the results dynamically11 min read·Jul 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 medal9 min read·Jul 13, 2020--2--2
