Marto93

Pinned Repositories

• AD-Classification-from-natural-speech

  In this work we investigate the impact that convolutional neural networks (CNNs) and transfer learning application have in discriminating Alzheimer Dementia (AD) from natural speech

  Language:Python50

• Alzheimer-Dementia-Stage-Classification

  This project aimed to develop a model able to distinguish between 4 different phases of Alzheimer Dementia.

  Language:Jupyter Notebook00

• Brain_Tumor_Detection

  This work aimed to create the simplest ANN model to classify MRI images containing brain tumors from ones of healthy subjects.

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• Insurance_Premium_Prediction

  The purposes of this exercise to look into different features to observe their relationship, and plot a multiple linear regression based on several features of individual such as age, physical/family condition and location against their existing medical expense to be used for predicting future medical expenses of individuals that help medical insurance to make decision on charging the premium.

  Language:Jupyter Notebook00

• Multilabel_Speech_Classification

  In this challange the aim was to create a ML model able to classify 35 different types of audio files (.wav). To solve the task we used different types of ANN architectures (MLP - CNN and RNN). Considering that the accuracy was the metric to focus on, the RNN resulted the best model.

  Language:Python00

• ThinkStats2

  Text and supporting code for Think Stats, 2nd Edition

  Language:Jupyter Notebook00

Marto93's Repositories