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Emily Calvert's Projects

codeopshomework icon codeopshomework

This is a collection of the homework assignments for my Data Science Bootcamp.

explorations_machinelearning icon explorations_machinelearning

This repository is a comprehensive showcase of using supervised and unsupervised learning techniques across different domains. It underscores my ability to apply these techniques for practical problem-solving and strategic decision-making in various sectors.

lstm_hybrid icon lstm_hybrid

Contained within are the Jupyter notebooks detailing the project's development process, from initial data preprocessing to the final LSTM model training and evaluation. The repository serves as a testament to my skills in machine learning, particularly in the realm of neural networks and time-series forecasting.

satellite_coverage_classification icon satellite_coverage_classification

This repository contains all the codes and results of our Satellite Coverage Classification Project. In this project, we trained a ResNet Convolutional Neural Network (CNN) model on satellite images to classify different landscapes, such as deserts, water bodies, green areas, and cloudy scenes.

scripts_cite icon scripts_cite

Some scripts written to support workflow and provide foundation for research at CiteForestal-Maynas. Dedicated to establishing a system for sustainable forest management in Loreto.

stipend_iquitos icon stipend_iquitos

As a Peace Corps Response Volunteer in Peru it is important that we are administered a salary sufficient sustainable an agreeable lifestyle at each post. This is a review of my stipend.

un_energy_data_eda icon un_energy_data_eda

"Energy Statistics Analysis in Africa During COVID" is a data-driven project that explores the impact of the COVID-19 pandemic on energy consumption and production in African countries. Using advanced data analysis and visualization techniques, this project aims to provide insightful trends and implications for energy policy and management.

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