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liviaalvzs/README.md

Hi there, I'm Lívia! :)

I am a Python developer curious about machine learning, data analysis, and data engineering. I write some articles (most in portuguese) about Python on Medium. 🐍 You can also find me at LinkedIn.

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  1. classification-diagnostics-fashion-mnist classification-diagnostics-fashion-mnist Public

    Developing and training a neural network to classify images of clothing from the MNIST dataset.

    Jupyter Notebook

  2. hpo-with-sagemaker hpo-with-sagemaker Public

    Hyperparameter Optimization (HPO) for a real estate price prediction model using XGBoost and Amazon SageMaker.

    Jupyter Notebook

  3. dockerized-microservices-playground dockerized-microservices-playground Public

    Project to explore Docker by containerizing simple microservices and orchestrating them with Docker Compose, using PostgreSQL for inter-service communication.

    Python

  4. graph-actor-search graph-actor-search Public

    BFS algorithm study case where the objective is to find the shortest path of connections between actors using IMDB dataset

    Python

  5. minmax-algorithm-tictactoe minmax-algorithm-tictactoe Public

    Minimax algorithm study case for optimal moves on Tic-Tac-Toe

    Python

  6. pagerank pagerank Public

    PageRank algorithm study case using both sampling and iterative methods to rank HTML pages.

    Python