{"id":25594229,"url":"https://github.com/cintia-shinoda/univesp","last_synced_at":"2026-04-05T22:36:51.220Z","repository":{"id":268453636,"uuid":"532415799","full_name":"cintia-shinoda/univesp","owner":"cintia-shinoda","description":"Data Science Undergrad Notes, Codes, and Homeworks","archived":false,"fork":false,"pushed_at":"2025-02-17T04:11:56.000Z","size":45771,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"master","last_synced_at":"2025-02-17T05:22:48.286Z","etag":null,"topics":["algorithms","c","cpp","data-mining","data-science","data-structures","django","flask","java","linear-algebra","python","statistics","web-development"],"latest_commit_sha":null,"homepage":"","language":"Jupyter Notebook","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":null,"status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/cintia-shinoda.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":null,"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":"2022-09-04T02:02:13.000Z","updated_at":"2025-02-17T04:11:59.000Z","dependencies_parsed_at":"2024-12-16T21:51:52.634Z","dependency_job_id":"7de83991-43d7-4735-9031-33cb39b06543","html_url":"https://github.com/cintia-shinoda/univesp","commit_stats":null,"previous_names":["cintia-shinoda/univesp"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/cintia-shinoda%2Funivesp","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/cintia-shinoda%2Funivesp/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/cintia-shinoda%2Funivesp/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/cintia-shinoda%2Funivesp/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/cintia-shinoda","download_url":"https://codeload.github.com/cintia-shinoda/univesp/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":240000177,"owners_count":19731969,"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":["algorithms","c","cpp","data-mining","data-science","data-structures","django","flask","java","linear-algebra","python","statistics","web-development"],"created_at":"2025-02-21T10:37:53.340Z","updated_at":"2025-11-10T22:06:27.162Z","avatar_url":"https://github.com/cintia-shinoda.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"## UNIVESP - Ciência de Dados\n\n\n\u003cp align=\"center\"\u003e\n  \u003cimg src=\"https://img.shields.io/github/last-commit/cintia-shinoda/univesp\" alt=\"GitHub Last Commit\" /\u003e\n  \u003cimg src=\"https://img.shields.io/github/forks/cintia-shinoda/univesp\" alt=\"GitHub Forks\" /\u003e\n  \u003cimg src=\"https://img.shields.io/github/stars/cintia-shinoda/univesp\" alt=\"GitHub Stars\" /\u003e\n\u003c/p\u003e\n\n\n### ```1º Semestre - 2022.2```\n##### [1º Bimestre - 2022.3](https://github.com/cintia-shinoda/univesp/tree/master/01o-Bimestre-2022.3)\n\n|  | Disciplina | Carga Horária | AVA | Prova | Média Final |\n|:---:|:---|:---:|:---:|:---:|:---:|\n| \u0026check; | [Pensamento Computacional](https://github.com/cintia-shinoda/univesp/tree/master/01o-Bimestre-2022.3/Pensamento-Computacional) | 80h | 10 | 9 | 9,4 |\n| \u0026check; | [Leitura e Produção de Textos](https://github.com/cintia-shinoda/univesp/tree/master/01o-Bimestre-2022.3/Leitura-e-Producao-de-Textos) | 80h | 10 | 8 | 8,8 |\n| \u0026check; | [Ética, Cidadania e Sociedade](https://github.com/cintia-shinoda/univesp/tree/master/01o-Bimestre-2022.3/Etica-Cidadania-e-Sociedade) | 40h | 10 | 7 | 8,2 |\n\n\u003cbr\u003e\n\n\n##### [2º Bimestre - 2022.4](https://github.com/cintia-shinoda/univesp/tree/master/02o-Bimestre-2022.4)\n\n|  | Disciplina | Carga Horária | AVA | Prova | Média Final |\n|:---:|:---|:---:|:---:|:---:|:---:|\n| \u0026check; | [Matemática Básica](https://github.com/cintia-shinoda/univesp/tree/master/02o-Bimestre-2022.4/Matematica-Basica) | 80h | 10 | 10 | 10 |\n| \u0026check; | [Inglês](https://github.com/cintia-shinoda/univesp/tree/master/02o-Bimestre-2022.4/Ingles) | 80h | 10 | 10 | 10 |\n| \u0026check; | [Projetos e Métodos para a Produção do Conhecimento](https://github.com/cintia-shinoda/univesp/tree/master/02o-Bimestre-2022.4/Projetos-e-Metodos-para-a-Producao-do-Conhecimento) | 40h | 10 | 7 | 8,2 |\n\n\u003cbr\u003e\u003cbr\u003e\n\n---\n\n\n### ```2º Semestre - 2023.1```\n##### [3º Bimestre - 2023.1](https://github.com/cintia-shinoda/univesp/tree/master/03o-Bimestre-2023.1)\n\n|  | Disciplina | Carga Horária | AVA | Prova | Média Final |\n|:---:|:---|:---:|:---:|:---:|:---:|\n| \u0026check; | [Algoritmos e Programação de Computadores I](https://github.com/cintia-shinoda/univesp/tree/master/3o-Bimestre-2023.1/Algoritmos-e-Programacao-de-Computadores-I) | 80h | 10 | 10 | 10 |\n| \u0026check; | [Cálculo I](https://github.com/cintia-shinoda/univesp/tree/master/3o-Bimestre-2023.1/Calculo-I) | 80h | 10 | 7 | 8,2 |\n| \u0026check; | [Introdução a Conceitos de Computação](https://github.com/cintia-shinoda/univesp/tree/master/3o-Bimestre-2023.1/Intro-a-Conceitos-de-Computacao) | 40h | 10 | 7 | 8,2 |\n\n\u003cbr\u003e\n\n\n##### [4º Bimestre - 2023.2](https://github.com/cintia-shinoda/univesp/tree/master/04o-Bimestre-2023.2)\n\n|  | Disciplina | Carga Horária | AVA | Prova | Média Final |\n|:---:|:---|:---:|:---:|:---:|:---:|\n| \u0026check; | [Algoritmos e Programação de Computadores II](https://github.com/cintia-shinoda/univesp/tree/master/4o-Bimestre-2023.2/Algoritmos-e-Programacao-de-Computadores-II) | 80h | 10 | 8 | 8,8 |\n| \u0026check; | [Fundamentos Matemáticos para Computação](https://github.com/cintia-shinoda/univesp/tree/master/4o-Bimestre-2023.2/Fundamentos-de-Internet-e-Web) | 80h | 10 | 7 | 8,2 |\n| \u0026check; | [Fundamentos de Internet e Web](https://github.com/cintia-shinoda/univesp/tree/master/4o-Bimestre-2023.2/Fundamentos-Matematicos-para-Computacao) | 40h | 10 | 8 | 8,8 |\n\n\u003cbr\u003e\u003cbr\u003e\n\n---\n\n\n### ```3º Semestre - 2023.2```\n##### [5º Bimestre - 2023.3](https://github.com/cintia-shinoda/univesp/tree/master/05o-Bimestre-2023.3)\n\n|  | Disciplina | Carga Horária | AVA | Prova | Média Final |\n|:---:|:---|:---:|:---:|:---:|:---:|\n| \u0026check; | [Sistemas Computacionais](https://github.com/cintia-shinoda/univesp/tree/master/5o-Bimestre-2023.3/Sistemas-Computacionais) | 80h | 10 | 7 | 8,2 |\n| \u0026check; | [Estruturas de Dados](https://github.com/cintia-shinoda/univesp/tree/master/5o-Bimestre-2023.3/Estruturas-de-Dados) | 80h | 10 | 6 | 7,6 |\n| \u0026check; | [Formação Profissional em Computação](https://github.com/cintia-shinoda/univesp/tree/master/5o-Bimestre-2023.3/Formacao-Profissional-em-Computacao) | 40h | 10 | 10 | 10 |\n\n\u003cbr\u003e\n\n\n##### [6º Bimestre - 2023.4](https://github.com/cintia-shinoda/univesp/tree/master/06o-Bimestre-2023.4)\n\n|  | Disciplina | Carga Horária | AVA | Prova | Média Final |\n|:---:|:---|:---:|:---:|:---:|:---:|\n| \u0026check; | [Estatística e Probabilidade](https://github.com/cintia-shinoda/univesp/tree/master/6o-Bimestre-2023.4/Estatistica-e-Probabilidade) | 80h | 10 | 7 | 8,2 |\n| \u0026check; | [Programação Orientada a Objetos](https://github.com/cintia-shinoda/univesp/tree/master/6o-Bimestre-2023.4/Programacao-Orientada-a-Objetos) | 80h | 10 | 8 | 8,8 |\n| \u0026check; | [Gestão da Inovação e Desenvolvimento de Produtos](https://github.com/cintia-shinoda/univesp/tree/master/6o-Bimestre-2023.4/Gestao-da-Inovacao-e-Desenvolvimento-de-Produtos) | 40h | 10 | 8 | 8,8 |\n\n\u003cbr\u003e\u003cbr\u003e\n\n---\n\n\n### ```4º Semestre - 2024.1```\n\n|  | Disciplina | Carga Horária | Média Final |\n|:---:|:---|:---:|:---:|\n| \u0026check; | [Projeto Integrador em Computação I](https://github.com/cintia-shinoda/univesp/tree/master/PI-em-Computacao-I) | 80h | 7,325 |\n\n\n##### [7º Bimestre - 2024.1](https://github.com/cintia-shinoda/univesp/tree/master/07o-Bimestre-2024.1)\n\n|  | Disciplina | Carga Horária | AVA | Prova | Média Final |\n|:---:|:---|:---:|:---:|:---:|:---:|\n| \u0026check; | [Banco de Dados](https://github.com/cintia-shinoda/univesp/tree/master/7o-Bimestre-2024.1/Banco-de-Dados) | 80h | 10 | 7 | 8,2 |\n| \u0026check; | [Cálculo II](https://github.com/cintia-shinoda/univesp/tree/master/7o-Bimestre-2024.1/Calculo-II) | 80h | 10 | 4 | 6,4 |\n\n\u003cbr\u003e\n\n\n##### [8º Bimestre - 2024.2](https://github.com/cintia-shinoda/univesp/tree/master/08o-Bimestre-2024.2)\n\n|  | Disciplina | Carga Horária | AVA | Prova | Média Final |\n|:---:|:---|:---:|:---:|:---:|:---:|\n| \u0026check; | [Desenvolvimento Web](https://github.com/cintia-shinoda/univesp/tree/master/8o-Bimestre-2024.2/Desenvolvimento-Web) | 80h | 10 | 8 | 8,8 |\n| \u0026check; | [Introdução à Ciência de Dados](https://github.com/cintia-shinoda/univesp/tree/master/8o-Bimestre-2024.2/Intro-Ciencia-de-Dados) | 80h | 10 | 10 | 10 |\n\n\u003cbr\u003e\u003cbr\u003e\n\n---\n\n\n### ```5º Semestre - 2024.2```\n\n|  | Disciplina | Carga Horária | Média Final |\n|:---:|:---|:---:|:---:|\n| \u0026check; | [Projeto Integrador em Computação II](https://github.com/cintia-shinoda/univesp/tree/master/PI-em-Computacao-II) | 80h | 9,5 |\n\n\n##### [9º Bimestre](https://github.com/cintia-shinoda/univesp/tree/master/09o-Bimestre-2024.3)\n\n|  | Disciplina | Carga Horária | AVA | Prova | Média Final |\n|:---:|:---|:---:|:---:|:---:|:---:|\n| \u0026check; | [Modelagem e Inferência Estatística](https://github.com/cintia-shinoda/univesp/tree/master/9o-Bimestre-2024.3/Modelagem-Inferencia-Estatistica) | 80h | 10 | 7 | 8,2 |\n| \u0026check; | [Engenharia de Software](https://github.com/cintia-shinoda/univesp/tree/master/9o-Bimestre-2024.3/Engenharia-Software) | 80h | 10 | 8 | 8,8 |\n\n\u003cbr\u003e\n\n\n##### [10º Bimestre](https://github.com/cintia-shinoda/univesp/tree/master/10o-Bimestre-2024.4)\n|  | Disciplina | Carga Horária | AVA | Prova | Média Final |\n|:---:|:---|:---:|:---:|:---:|:---:|\n| \u0026check; | [Geometria Analítica e Álgebra Linear](https://github.com/cintia-shinoda/univesp/tree/master/10o-Bimestre-2024.4/Geometria-Analitica-e-Algebra-Linear) | 80h | 10 | 6 | 7,6 |\n| \u0026check; | [Mineração de Dados](https://github.com/cintia-shinoda/univesp/tree/master/10o-Bimestre-2024.4/Mineracao-de-Dados) | 80h | 10 | 7 | 8,2 |\n\n\u003cbr\u003e\u003cbr\u003e\n\n---\n\n\n### ```6º Semestre - 2025.1```\n|  | Disciplina | Carga Horária | Média Final |\n|:---:|:---|:---:|:---:|\n| \u0026check; | [Projeto Integrador em Computação III](https://github.com/cintia-shinoda/univesp/tree/master/PI-em-Computacao-III) | 80h | 8,45 |\n\n\n##### [11º Bimestre](https://github.com/cintia-shinoda/univesp/tree/master/11o-Bimestre-2025.1)\n\n|  | Disciplina | Carga Horária | AVA | Prova | Média Final |\n|:---:|:---|:---:|:---:|:---:|:---:|\n| \u0026check; | [Infraestrutura para Sistemas de Software](https://github.com/cintia-shinoda/univesp/tree/master/11o-Bimestre-2025.1/Infra-Sistemas-Software) | 80h | 10 | 8 | 8,8 |\n| \u0026check; | [Visualização Computacional](https://github.com/cintia-shinoda/univesp/tree/master/11o-Bimestre-2025.1/Visualizacao-Computacional) | 80h | 10 | 9 | 9,4 |\n\n\u003cbr\u003e\n\n\n##### [12º Bimestre](https://github.com/cintia-shinoda/univesp/tree/master/12o-Bimestre-2025.2)\n\n|  | Disciplina | Carga Horária | AVA | Prova | Média Final |\n|:---:|:---|:---:|:---:|:---:|:---:|\n| \u0026check; | [Computação Escalável](https://github.com/cintia-shinoda/univesp/tree/master/12o-Bimestre-2025.2/Computacao-Escalavel) | 80h | 10 | 7 | 8,2 |\n| \u0026check; | [Aprendizado de Máquinas](https://github.com/cintia-shinoda/univesp/tree/master/12o-Bimestre-2025.2/Aprendizado-de-Maquinas) | 80h | 10 | 9 | 9,4 |\n\n|  | Disciplina | Carga Horária | AVA | Prova | Média Final |\n|:---:|:---|:---:|:---:|:---:|:---:|\n| \u0026check; | ADIANTAMENTO - ELETIVA - [Aplicações em Aprendizado de Máquina](https://github.com/cintia-shinoda/univesp/tree/master/12o-Bimestre-2025.2/Aplicacoes-Aprendizado-Maquina) | 80h | 10 | 4 | 6,4 |\n| \u0026check; | ADIANTAMENTO - [Planejamento Estratégico de Negócios](https://github.com/cintia-shinoda/univesp/tree/master/12o-Bimestre-2025.2/Planejamento-Estrategico-Negocios) | 80h | 10 | 8 | 8,8 |\n\n\u003cbr\u003e\u003cbr\u003e\n\n---\n\n\n### ```7º Semestre - 2025.2```\n|  | Disciplina | Carga Horária | Média Final |\n|:---:|:---|:---:|:---:|\n|  | [Projeto Integrador em Computação IV](https://github.com/cintia-shinoda/univesp/tree/master/PI-em-Computacao-IV) | 80h |  |\n\n\n##### [13º Bimestre](https://github.com/cintia-shinoda/univesp/tree/master/13o-Bimestre-2025.3)\n\n|  | Disciplina | Carga Horária | AVA | Prova | Média Final |\n|:---:|:---|:---:|:---:|:---:|:---:|\n| \u0026check; | [Impactos da Computação na Sociedade](https://github.com/cintia-shinoda/univesp/tree/master/13o-Bimestre-2025.3/Impactos-da-Computacao-na-Sociedade) | 80h | 10 | 10 | 10 |\n| \u0026check; | [Redes Neurais](https://github.com/cintia-shinoda/univesp/tree/master/13o-Bimestre-2025.3/Redes-Neurais) | 80h | 10 | 3 | 5,8 | \n\n|  | Disciplina | Carga Horária | AVA | Prova | Média Final |\n|:---:|:---|:---:|:---:|:---:|:---:|\n| \u0026check; | ADIANTAMENTO - [Segurança da Informação](https://github.com/cintia-shinoda/univesp/tree/master/13o-Bimestre-2025.3/Seguranca-da-Informacao) | 80h | 10 | 8 | 8,8 |\n| \u0026check; | ADIANTAMENTO - [Processamento de Linguagem Natural](https://github.com/cintia-shinoda/univesp/tree/master/13o-Bimestre-2025.3/Processamento-Linguagem-Natural) | 80h | 10 | 9 | 9,4 |\n\n\u003cbr\u003e\n\n\n##### [14º Bimestre](https://github.com/cintia-shinoda/univesp/tree/master/14o-Bimestre-2025.4)\n\n|  | Disciplina | Carga Horária | AVA | Prova | Média Final |\n|:---:|:---|:---:|:---:|:---:|:---:|\n|  | [Visão Computacional](https://github.com/cintia-shinoda/univesp/tree/master/14o-Bimestre-2025.4/Visao-Computacional) | 80h |  |  |  |\n|  | [Aprendizado Profundo](https://github.com/cintia-shinoda/univesp/tree/master/14o-Bimestre-2025.4/Aprendizado-Profundo) | 80h |  |  |  |\n\n\u003cbr\u003e\n\n\n---\n\n   Copyright 2022-2025 Cintia I. Shinoda\n\n   Licensed under the Apache License, Version 2.0 (the \"License\");\n   you may not use this file except in compliance with the License.\n   You may obtain a copy of the License at\n\n       http://www.apache.org/licenses/LICENSE-2.0\n\n   Unless required by applicable law or agreed to in writing, software\n   distributed under the License is distributed on an \"AS IS\" BASIS,\n   WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\n   See the License for the specific language governing permissions and\n   limitations under the License.","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fcintia-shinoda%2Funivesp","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fcintia-shinoda%2Funivesp","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fcintia-shinoda%2Funivesp/lists"}