{"id":17216925,"url":"https://github.com/lenguyenthedat/minimal-datascience","last_synced_at":"2025-04-13T22:32:47.410Z","repository":{"id":18879610,"uuid":"22096982","full_name":"lenguyenthedat/minimal-datascience","owner":"lenguyenthedat","description":"This repository contains all the code and dataset used in my blog series: Minimal Data Science","archived":false,"fork":false,"pushed_at":"2022-12-21T13:08:15.000Z","size":6726,"stargazers_count":30,"open_issues_count":1,"forks_count":7,"subscribers_count":3,"default_branch":"master","last_synced_at":"2025-03-27T13:11:07.498Z","etag":null,"topics":["blog-series","data-science","kaggle","machine-learning","python","scikit-learn","xgboost"],"latest_commit_sha":null,"homepage":"http://lenguyenthedat.com","language":"Python","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/lenguyenthedat.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}},"created_at":"2014-07-22T08:45:02.000Z","updated_at":"2024-11-26T07:22:23.000Z","dependencies_parsed_at":"2023-01-11T20:30:02.775Z","dependency_job_id":null,"html_url":"https://github.com/lenguyenthedat/minimal-datascience","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/lenguyenthedat%2Fminimal-datascience","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/lenguyenthedat%2Fminimal-datascience/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/lenguyenthedat%2Fminimal-datascience/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/lenguyenthedat%2Fminimal-datascience/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/lenguyenthedat","download_url":"https://codeload.github.com/lenguyenthedat/minimal-datascience/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":248790775,"owners_count":21162088,"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":["blog-series","data-science","kaggle","machine-learning","python","scikit-learn","xgboost"],"created_at":"2024-10-15T03:42:44.929Z","updated_at":"2025-04-13T22:32:43.082Z","avatar_url":"https://github.com/lenguyenthedat.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"Minimal data science blog series\n================================\nMy goal for this minimal data science blog series is not only sharing, tutorializing, but also, making personal notes while learning and working as a Data Scientist. I’m looking forward to receiving any feedback from you.\n\n[![IMAGE ALT TEXT HERE](http://i.imgur.com/ImHqSlT.png)](https://xkcd.com/688)\n\n\nChapter-1: [Classify StarCraft 2 players with Python Pandas and Scikit-learn.](https://lenguyenthedat.github.io/minimal-data-science-1-starcraft/)\n\nChapter-2: [Avazu CTR Prediction with Scikit-learn and Amazon Machine Learning.](https://lenguyenthedat.github.io/minimal-data-science-2-avazu/)\n\nChapter-3: [Handwritten Digit Recognition with Convolutional Neural Network.](https://lenguyenthedat.github.io/minimal-data-science-3-mnist-neuralnet/)\n\nChapter-4: [Winning a Data Science challenge.](https://lenguyenthedat.github.io/minimal-data-science-4/)\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Flenguyenthedat%2Fminimal-datascience","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Flenguyenthedat%2Fminimal-datascience","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Flenguyenthedat%2Fminimal-datascience/lists"}