{"id":15445346,"url":"https://github.com/jhermann/jupyter-by-example","last_synced_at":"2025-04-19T20:41:20.062Z","repository":{"id":141855166,"uuid":"170148876","full_name":"jhermann/jupyter-by-example","owner":"jhermann","description":":construction: [WIP] Learning resources and practical tips on how to use Jupyter notebooks for fun \u0026 profit.","archived":false,"fork":false,"pushed_at":"2023-12-20T09:07:26.000Z","size":2092,"stargazers_count":28,"open_issues_count":0,"forks_count":24,"subscribers_count":3,"default_branch":"master","last_synced_at":"2025-03-29T13:11:18.103Z","etag":null,"topics":["jupyter-notebooks","know-how","training-materials"],"latest_commit_sha":null,"homepage":"","language":"Jupyter Notebook","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"other","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/jhermann.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":"2019-02-11T15:06:16.000Z","updated_at":"2025-01-16T02:50:31.000Z","dependencies_parsed_at":"2023-10-13T02:43:59.572Z","dependency_job_id":"f32d24f3-e8fb-47e8-908a-77cecd14da1e","html_url":"https://github.com/jhermann/jupyter-by-example","commit_stats":{"total_commits":166,"total_committers":2,"mean_commits":83.0,"dds":"0.0060240963855421326","last_synced_commit":"1ead6df64f1802c73f4bcd6e7e4237089433cfd0"},"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/jhermann%2Fjupyter-by-example","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/jhermann%2Fjupyter-by-example/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/jhermann%2Fjupyter-by-example/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/jhermann%2Fjupyter-by-example/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/jhermann","download_url":"https://codeload.github.com/jhermann/jupyter-by-example/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":249795202,"owners_count":21326777,"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":["jupyter-notebooks","know-how","training-materials"],"created_at":"2024-10-01T19:44:43.737Z","updated_at":"2025-04-19T20:41:20.042Z","avatar_url":"https://github.com/jhermann.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Jupyter Notebooks by Example\n\n\u003e Learning resources and practical tips on how to use Jupyter notebooks for fun \u0026amp; profit.\n\n**Contents**\n\n * [What is this?](#what-is-this)\n * [How to use the files in this repository?](#how-to-use-the-files-in-this-repository)\n * [Links](#links)\n * [License](#license)\n\n\n## What is this?\n\nThis is not a Jupyter notebook 101, but expects you to have a working Jupyter environment,\nand the basic experience of how to use it.\nExamples are tested on Linux, behaviour on other platforms might differ.\n\nSee the next section on what can be found here,\nincluding how-tos and complete scenarios for solving typical problems,\nusing Pandas and other scientific Python libraries.\n\n\n## How to use the files in this repository?\n\nThe notebooks are grouped into the following categories:\n\n * ``setup`` – Jupyter and IPython setup / configuration.\n * ``how-tos`` – Tips \u0026 tricks regarding notebooks and data manipulation.\n * ``visualization`` – Data visualization how-tos.\n * ``charts`` – Vocabulary of chart types done with at least one of the common frameworks.\n * ``publish`` – How to publish your results.\n * ``complete-scenarios`` – Practical examples from start to finish.\n * ``data`` – Data files used in the example notebooks.\n\nThe notebooks state any special requirements you need to install to be able to successfully run them,\nin text or as a comment in the first code cell.\nAlso, the `requirements.txt` file lists them explicitly, for use with Binder.\n\nConsider the [1and1/debianized-jupyterhub](https://github.com/1and1/debianized-jupyterhub)\nproject to get a fully working runtime environment on Debian-like platforms or in a Docker container,\nwith all extensions already installed.\n\n\n## Links\n\n### Documentation\n\n * [The Jupyter Notebook](https://jupyter-notebook.readthedocs.io/en/stable/) documentation ([Project Jupyter Homepage](https://jupyter.org/))\n * [Beyond Interactive: Notebook Innovation at Netflix](https://medium.com/netflix-techblog/notebook-innovation-591ee3221233) · [Part 2: Scheduling Notebooks at Netflix](https://medium.com/netflix-techblog/scheduling-notebooks-348e6c14cfd6)\n\n\n### Related or Similar Projects\n\n * [jhermann/til-about-data-science](https://github.com/jhermann/til-about-data-science) – Records of what I learned while exploring the waters of Data Science (using Python). Including a [Jupyter](https://github.com/jhermann/til-about-data-science/wiki/Jupyter) wiki page.\n * [josephcslater/iPythonExamples](https://github.com/josephcslater/iPythonExamples) – Examples of illustrative Jupyter notebooks for those trying to learn Python.\n * [jakevdp/PythonDataScienceHandbook](https://github.com/jakevdp/PythonDataScienceHandbook) – “Python Data Science Handbook” with the full text in Jupyter Notebooks.\n * [hangtwenty/dive-into-machine-learning](https://github.com/hangtwenty/dive-into-machine-learning) – Dive into Machine learning with Jupyter notebooks and scikit-learn.\n * [jupyter4edu/jupyter-edu-book](https://github.com/jupyter4edu/jupyter-edu-book) – A Handbook for teaching and learning with Jupyter.\n * [jvns/pandas-cookbook](https://github.com/jvns/pandas-cookbook) – Recipes for using Python's pandas library.\n * [guipsamora/pandas_exercises](https://github.com/guipsamora/pandas_exercises) – Practice your pandas skills!\n * [chris1610/pbpython](https://github.com/chris1610/pbpython) – Code, notebooks and examples from “Practical Business Python”.\n\n\n## License\n\n\u003ca rel=\"license\" href=\"http://creativecommons.org/licenses/by-sa/2.0/\"\u003e\u003cimg alt=\"Creative Commons License\" style=\"border-width:0\" src=\"https://i.creativecommons.org/l/by-sa/2.0/88x31.png\" /\u003e\u003c/a\u003e This work is licensed under a \u003ca rel=\"license\" href=\"http://creativecommons.org/licenses/by-sa/2.0/\"\u003eCreative Commons Attribution-ShareAlike 2.0 Generic License\u003c/a\u003e.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fjhermann%2Fjupyter-by-example","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fjhermann%2Fjupyter-by-example","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fjhermann%2Fjupyter-by-example/lists"}