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      Thibault Dody

      Personal articles and projects related to Data Science.

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Tag Archive

  • AWS 2
  • Deployed 2
  • Docker 1
  • Flask 2
  • Folium 1
  • Heroku 1
  • Kaggle 5
  • Keras 2
  • LinearModel 1
  • ML 7
  • Tensorflow 1
  • bigram 1
  • cnn 1
  • keras 2
  • logisticRegression 1
  • neuralnetwork 3
  • numpy 4
  • python 13
  • pytorch 1
  • regex 1
  • tensorflow 1

AWS

  • usaparks.io
  • Style Your Art

Deployed

  • usaparks.io
  • Style Your Art

Docker

  • Revenue Prediction (Deployed)

Flask

  • usaparks.io
  • Style Your Art

Folium

  • Business Case Study - New Vet in Toronto

Heroku

  • Revenue Prediction (Deployed)

Kaggle

  • Seedlings Classification (91% Accuracy)
  • Kaggle: Titanic Disaster (Top 3%)
  • Kaggle: Sales Forecast (Top 18%)
  • Kaggle: Housing Price Predictions (Top 5%)
  • Kaggle: Forest Cover (Top 10%)

Keras

  • usaparks.io
  • Style Your Art

LinearModel

  • Project: Spam Detection (Accuracy 99.2%)

ML

  • Seedlings Classification (91% Accuracy)
  • Kaggle: Titanic Disaster (Top 3%)
  • Image Captions
  • Kaggle: Sales Forecast (Top 18%)
  • Kaggle: Housing Price Predictions (Top 5%)
  • Kaggle: Forest Cover (Top 10%)
  • Business Case Study - New Vet in Toronto

Tensorflow

  • Image Captions

bigram

  • Road to Generative AI - Part 1: Bigram Models, Neural Networks

cnn

  • A take on the famous MNIST dataset (Accuracy 99.5%)

keras

  • A take on the famous MNIST dataset (Accuracy 99.5%)
  • Road to Deep Learning - Part 3: Deep Neural Network and Multi-class classifier

logisticRegression

  • Road to Deep Learning - Part 1: Logistic Regression

neuralnetwork

  • A take on the famous MNIST dataset (Accuracy 99.5%)
  • Road to Deep Learning - Part 3: Deep Neural Network and Multi-class classifier
  • Road to Deep Learning - Part 2: Neural Network

numpy

  • A take on the famous MNIST dataset (Accuracy 99.5%)
  • Road to Deep Learning - Part 3: Deep Neural Network and Multi-class classifier
  • Road to Deep Learning - Part 2: Neural Network
  • Road to Deep Learning - Part 1: Logistic Regression

python

  • Road to Generative AI - Part 1: Bigram Models, Neural Networks
  • Revenue Prediction (Deployed)
  • Seedlings Classification (91% Accuracy)
  • Kaggle: Titanic Disaster (Top 3%)
  • Image Captions
  • Kaggle: Sales Forecast (Top 18%)
  • Kaggle: Housing Price Predictions (Top 5%)
  • Project: Spam Detection (Accuracy 99.2%)
  • Road to Deep Learning - Part 3: Deep Neural Network and Multi-class classifier
  • Kaggle: Forest Cover (Top 10%)
  • Road to Deep Learning - Part 2: Neural Network
  • Road to Deep Learning - Part 1: Logistic Regression
  • Business Case Study - New Vet in Toronto

pytorch

  • Road to Generative AI - Part 1: Bigram Models, Neural Networks

regex

  • Project: Spam Detection (Accuracy 99.2%)

tensorflow

  • A take on the famous MNIST dataset (Accuracy 99.5%)