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mdudavillela/README.md

馃搳 Statistics & Data Science Student

Hi! I'm Maria Eduarda 馃憢

Statistics & Data Science student at UNICAMP. I'm interested in data, mathematics, optimization and machine learning, mostly working with R, Python, SQL and Julia.

Currently exploring optimization methods and computational mathematics.

Tech

R 路 Python 路 SQL 路 Julia

Let's Connect

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  1. gradient-convergence-mlp gradient-convergence-mlp Public

    Undergraduate research investigating convergence dynamics of Gradient Descent and SGD in Multilayer Perceptrons.

    Jupyter Notebook

  2. yolov8-object-detection yolov8-object-detection Public

    Detec莽茫o de objetos usando o algoritmo YOLOv8 em Python.

    Python

  3. automatic-date-translation automatic-date-translation Public

    Tradu莽茫o autom谩tica de datas utilizando a arquitetura Sequence-to-Sequence com mecanismo de aten莽茫o para o padr茫o ISO 8601 (YYYY-MM-DD).

    Python

  4. ManipulacaoBancoDados ManipulacaoBancoDados Public

    C贸digos, HTMLs e PDFs dos desafios passados na disciplina Manipula莽茫o de Banco de Dados (ME315).

    HTML

  5. spotify-streams-analysis spotify-streams-analysis Public

    Exploratory analysis of Spotify's most streamed songs in 2023 using R, with a focus on music popularity, charts, streams and musical characteristics.

  6. mnist-digit-recognition mnist-digit-recognition Public

    Machine learning project designed to recognize and classify handwritten digits from images.

    Jupyter Notebook