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tbnsilveira/README.md

hello-world

This repository was created in 2017 to get acquainted with the GitHub structure and its functional commands. Nowadays, git is a fundamental tool I use daily as a data scientist, researcher, and professor. That said, it's time to update this list...  
 


My current research projects:


Some more words on my themes of interest:

Intelligent Systems:

This is the theme of my undergoing doctorate research in computational intelligence. In this context, natural language appears as the utmost human characteristic, and its processing is still an open problem in computing. My research focuses on semantic attribution and applies to psychometry, NLP, and CV.

ConText

Network Intelligence and Telecommunications:

I have a particular interest in 5G (5th-Generation Wireless System), Software-Defined Networks (SDN) and Network Functions Virtualization (NFV). These three technologies are responsible for a paradigm shift from traditional network topologies to software-defined ones, mainly based on resources available and services demanded. I'm also interested in Internet of Things (IoT) architectures and applications.

Telco DataViz (2018)

Data Science and Signal Processing:

As a data scientist, I'm interested in analytical tools based on wavelets, Fourier transform, time series, and Bayesian models. I'm also levering on MLOps techniques for big data.

EEG Brain Signals
Short-Time Fourier Transform

Popular repositories

  1. STFT_analysis STFT_analysis Public

    Short-Time Fourier Analysis in Python

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  2. DAND-MachineLearning DAND-MachineLearning Public

    Udacity Data Analyst Nanodegree - Intro to Machine Learning final project

    Jupyter Notebook 2

  3. BrainSignals BrainSignals Public

    A brain signal tutorial based on EDF (European Data Format) and a MatLab app for epoch selection

    TeX 1

  4. Telco_DataViz Telco_DataViz Public

    Tableau workbook to analyze mobile accesses in Brazil

    Jupyter Notebook 1

  5. epidemic_BRdata epidemic_BRdata Public

    A data science project that aims to collect and pre-process epidemic data from Brazilian official sources.

    Jupyter Notebook 1

  6. semantic_classifier semantic_classifier Public

    Semantic Content Analysis of words and sentences, estimating their semantic similarity and their objective or subjective loads.

    Jupyter Notebook 1