https://github.com/andre-seiji/data-science-portfolio

Data Science Projects
https://github.com/andre-seiji/data-science-portfolio

data-science decision-tree linear-regression machine-learning mlp-classifier naive-bayes-classifier neural-network portfolio python

Last synced: about 2 months ago
JSON representation

Data Science Projects

• Host: GitHub
• URL: https://github.com/andre-seiji/data-science-portfolio
• Owner: Andre-Seiji
• License: mit
• Created: 2021-08-12T13:21:07.000Z (almost 5 years ago)
• Default Branch: main
• Last Pushed: 2022-04-11T11:49:15.000Z (over 4 years ago)
• Last Synced: 2025-01-25T13:42:16.382Z (over 1 year ago)
• Topics: data-science, decision-tree, linear-regression, machine-learning, mlp-classifier, naive-bayes-classifier, neural-network, portfolio, python
• Language: Jupyter Notebook
• Homepage:
• Size: 27 MB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

Awesome Lists containing this project

README

          
# Data-Science-Portfolio

Repository of data science portfolio.

* **Machine Learning Fuel Consumption:** a decision tree model to predict fuel consumption of vehicles. (https://github.com/Andre-Seiji/Data-Science-Portfolio/blob/main/Machine%20Learning%20Fuel%20Consumption/Decision_Tree_Fuel_Consumption_example.ipynb) 

* **Machine Learning Diabetes:** a naive bayes model that classifies diabetes of a small and unbalanced database. (https://github.com/Andre-Seiji/Data-Science-Portfolio/blob/main/Machine%20Learning%20Diabetes/Naive_bayes_Diabetes.ipynb)

* **Dogs and Cats Image Classification with Neural Network:** using Multi-layer Perceptron classifier the model was trained to distinguish dogs from cats.  (https://github.com/Andre-Seiji/Data-Science-Portfolio/blob/main/Dogs%20and%20Cats%20image%20classification/MLPClassifier_Dogs_and_Cats.ipynb)

* **Flex Fuel Vehicle Analysis:** analyzing the myth that Ethanol mileage is equal to 70% of Gasoline mileage in Flex Fuel Vehicles of brazilian domestic market.  (https://github.com/Andre-Seiji/Data-Science-Portfolio/blob/main/Flex_Fuel_Vehicles_Analysis/FlexFuel_myth.ipynb)