Antoine HueinTowards Data ScienceWhat will be the impact of global warming on my ski outings?Generative Adversarial Networks (GAN) model is combined Bayesian Networks (BN) to create a model with a conditioning on temperatureJan 5, 20211Jan 5, 20211
Antoine HueinTowards Data SciencePlotly Dash or React.js + Plotly.js?Dash value proposal is to hide the complexity of writing a React Web App. Here is a comparison of Dash and React.js implementationsNov 17, 20202Nov 17, 20202
Antoine HueinTowards Data ScienceWhich library should I use for my dashboard?From the early prototypes in notebooks, up to productionAug 31, 20201Aug 31, 20201
Antoine HueinTowards Data ScienceFull NLP use case with fastText and Tensorflow 2Full NLP use case with fastText, Tensorflow, and the mountaineering sport data from www.camptocamp.orgMay 27, 2020May 27, 2020
Antoine HueinTowards Data ScienceDense or Convolutional — Part-2 InterpretabilityIn this post we will go through a comparison of the interpretability of Dense and Convolutional layers of a deep neural network (DNN)…Mar 24, 2020Mar 24, 2020
Antoine HueinAnalytics VidhyaDense or Convolutional — Part-1When it comes to designing a deep neural network (DNN), there are a few top-level architecture choices, one of them is should I use a…Jan 29, 2020Jan 29, 2020
Antoine HueinTowards Data ScienceSupport Vector Machines — Learning data science step by stepSupport Vector Machines (SVM) have been leading algorithms from the end of the 1990’s, until the rise of the deep learning. They were able…Dec 13, 2019Dec 13, 2019
Antoine HueinAnalytics VidhyaMachine learning: From feature engineering to feature learningMachine learning encompasses many aspects from data acquisition to visualisation. In this article, we will explain by example two of them…Oct 28, 2019Oct 28, 2019
