{"id":21694392,"url":"https://github.com/andre-seiji/data-science-portfolio","last_synced_at":"2026-05-20T05:32:28.821Z","repository":{"id":174490805,"uuid":"395326162","full_name":"Andre-Seiji/Data-Science-Portfolio","owner":"Andre-Seiji","description":"Data Science Projects","archived":false,"fork":false,"pushed_at":"2022-04-11T11:49:15.000Z","size":28333,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-01-25T13:42:16.382Z","etag":null,"topics":["data-science","decision-tree","linear-regression","machine-learning","mlp-classifier","naive-bayes-classifier","neural-network","portfolio","python"],"latest_commit_sha":null,"homepage":"","language":"Jupyter Notebook","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"mit","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/Andre-Seiji.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null}},"created_at":"2021-08-12T13:21:07.000Z","updated_at":"2022-04-11T11:49:43.000Z","dependencies_parsed_at":"2023-07-02T00:01:22.830Z","dependency_job_id":null,"html_url":"https://github.com/Andre-Seiji/Data-Science-Portfolio","commit_stats":null,"previous_names":["andre-seiji/data-science-portfolio"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Andre-Seiji%2FData-Science-Portfolio","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Andre-Seiji%2FData-Science-Portfolio/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Andre-Seiji%2FData-Science-Portfolio/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Andre-Seiji%2FData-Science-Portfolio/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/Andre-Seiji","download_url":"https://codeload.github.com/Andre-Seiji/Data-Science-Portfolio/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":244628964,"owners_count":20484088,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":["data-science","decision-tree","linear-regression","machine-learning","mlp-classifier","naive-bayes-classifier","neural-network","portfolio","python"],"created_at":"2024-11-25T18:28:12.219Z","updated_at":"2026-05-20T05:32:28.796Z","avatar_url":"https://github.com/Andre-Seiji.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Data-Science-Portfolio\n\nRepository of data science portfolio.\n* **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) \n\n* **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)\n\n* **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)\n\n* **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)\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fandre-seiji%2Fdata-science-portfolio","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fandre-seiji%2Fdata-science-portfolio","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fandre-seiji%2Fdata-science-portfolio/lists"}