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Ana Beatriz Potje's Projects

ana-potje.github.io icon ana-potje.github.io

README presents my CV, my SW Engineer Portfolio page, my Codewars, HackerRank and Kaggle profiles and "The Sentimentalists" APP link. This repo also contains a folder with NLP Analysis and Tests.

data-science-certificates icon data-science-certificates

Contains all the links to access my Data Science related Certificates and Courses completed, and also some attached PDFs with documents already downloaded.

hadoopecosystemtable.github.io icon hadoopecosystemtable.github.io

This page is a summary to keep the track of Hadoop related projects, and relevant projects around Big Data scene focused on the open source, free software environment.

kedro icon kedro

A Python library that implements software engineering best-practice for data and ML pipelines.

kedro-viz icon kedro-viz

Code fixes in the Kedro-Viz platform (Python Sprints meetup at QuantumBlack). Kedro-Viz is a tool that shows how your datasets and Python functions (nodes) are resolved in Kedro so that you can understand how your data pipeline is structured and built.

ml_model_for_movie_reviews icon ml_model_for_movie_reviews

NLP Sentiment Analysis project to predict positive or negative movie reviews, based on polarity dataset v2.0 Pang/Lee ACL 2004. Used spaCy to preprocess the data and Scikit-learn to train and evaluate the model.

ml_regression_model_for_cancer_mortality_prediction icon ml_regression_model_for_cancer_mortality_prediction

This project aimed to compare results between four Machine Learning regression models and define the one which best predicts a target variable on a given dataset. SHAP (SHapley Additive exPlanations) was used to explain feature correlations of the best model.

neo4j icon neo4j

Neo4J Graph Database: notebooks, docs and Certificate

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