Data_Science_Portfolio

Contents

• Neural Networks with Tensorflow

  Python notebook using a Neural Networks Dense Layers to classify pictures of clothing articles from the Fashion MNIST database

• Convolutional Neural Networks with Tensorflow

  Python notebook using a Convolutional Neural Networks Layers to classify pictures of clothing articles from the Fashion MNIST database.

  Python notebook using a Convolutional Neural Networks Layers to distinguish between horse or human pictures .

• Linear Regression

  Python notebook using Linear Regression to decide whether to focus their efforts on their mobile app experience or their website.

  Python notebook using Linear Regression to predict housing prices based on USA housing prices

• Logistic Regression

  Python notebook using Logistic Regression to predict advertisement click based on advertisement dataset.

  Python notebook using Logistic Regression to predict Survived people from titanic disaster after cleaning it from null and missing value.