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isabelchm's Projects

caproject icon caproject

Web application development of an e-commerce website using the .NET Core Framework. The web application was coded using C#, HTML and Javascript

clima-flutter icon clima-flutter

Starter code for the Clima Project from the Complete Flutter Development Bootcamp

csv-file-validator icon csv-file-validator

🔧🔦 Validation of CSV file against user defined schema (returns back object with data and invalid messages)

dicee-flutter icon dicee-flutter

Starter code for the Dicee project in the Complete Flutter Bootcamp

flutterfire icon flutterfire

🔥 A collection of Firebase plugins for Flutter apps.

machinelearningpython icon machinelearningpython

Part 1: Applied Machine Learning algorithms using the Python language to predict whether adult Pima Indian females are diagnosed with diabetes. Feature engineering was conducted using Pearson correlations. Logistic regression, KNN and Decision Tree classification models were used. Part 2: My team and I trained a Convolutional Neural Network model using data from the Fruits for Object Detection dataset on Kaggle. We observed that using data augmentation as well as reducing the size of the images when resizing the data led to an increase in accuracy of our model when it was validated against a test dataset.

mi_card_flutter icon mi_card_flutter

Starter code for the Mi Card Project from the Complete Flutter Development Bootcamp

py3gazebo icon py3gazebo

Python bindings for the Gazebo multi-robot simulator.

quizzler-flutter icon quizzler-flutter

Learn to Code While Building Apps - The Complete Flutter Development Bootcamp

spacy icon spacy

💫 Industrial-strength Natural Language Processing (NLP) in Python

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