lukazambuca / Projects

Data Science repo

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Projects

Computer Vision

  • Face counting project. Implementing a relatively simple pre-trained face detection using the Haar Cascades algortithm.
  • Tutorial on popular MNIST dataset

Machine learning

  • Nigerian Insurance challenge. XGboost was used, in combination with several functions to tune the hyperparameters of the model.
  • Cluster neighbourhoods to decide which is the best to live in, depending on factors such as safety, shops, convenience etc

Fun projects

Research

Time series

  • Sandesh online challenge. Predict time series KPI's using ARIMA model
  • Predicting stocks (like trying to guess which way the wind will blow)

Tutorials

  • Trees, trees and more trees.

NLP

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Data Science repo


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