{"id":20101603,"url":"https://github.com/ploomber/sql","last_synced_at":"2025-07-27T14:08:09.766Z","repository":{"id":170799153,"uuid":"644038655","full_name":"ploomber/sql","owner":"ploomber","description":null,"archived":false,"fork":false,"pushed_at":"2024-05-05T09:00:10.000Z","size":56196,"stargazers_count":17,"open_issues_count":1,"forks_count":5,"subscribers_count":3,"default_branch":"main","last_synced_at":"2025-05-06T06:48:22.866Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":"https://ploomber-sql.readthedocs.io","language":"Jupyter Notebook","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"apache-2.0","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/ploomber.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":"CONTRIBUTING.md","funding":null,"license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":".github/CODEOWNERS","security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null,"zenodo":null}},"created_at":"2023-05-22T17:21:09.000Z","updated_at":"2025-02-23T04:48:34.000Z","dependencies_parsed_at":"2024-11-13T17:42:21.396Z","dependency_job_id":null,"html_url":"https://github.com/ploomber/sql","commit_stats":null,"previous_names":["ploomber/sql"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/ploomber/sql","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ploomber%2Fsql","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ploomber%2Fsql/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ploomber%2Fsql/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ploomber%2Fsql/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/ploomber","download_url":"https://codeload.github.com/ploomber/sql/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ploomber%2Fsql/sbom","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":267368932,"owners_count":24076093,"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","status":"online","status_checked_at":"2025-07-27T02:00:11.917Z","response_time":82,"last_error":null,"robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":true,"can_crawl_api":true,"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":[],"created_at":"2024-11-13T17:25:56.394Z","updated_at":"2025-07-27T14:08:09.740Z","avatar_url":"https://github.com/ploomber.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# From zero to hero: end to end data applications with SQL and Jupyter\n\n\u003e [!TIP]\n\u003e Deploy AI apps for free on [Ploomber Cloud!](https://ploomber.io/?utm_medium=github\u0026utm_source=sql)\n\n[![Documentation Status](https://readthedocs.org/projects/ploomber-sql/badge/?version=latest)](https://ploomber-sql.readthedocs.io/en/latest/?badge=latest)\n\nMeet our [contributors](https://github.com/ploomber/sql/blob/main/docs/contributors/contributors.md)\n\n## Important links\n\nVisit the Jupyter book: https://ploomber-sql.readthedocs.io/en/latest/index.html \n\nYou can explore hands on exercises via Google colab on the `colabs` folder in this repository.\n\nTo do so:\n\n1. Open [Google Colab](https://colab.research.google.com/)\n2. To open a Jupyter notebook from this repository, change to the GitHub tab, and paste https://github.com/ploomber/sql\n3. Press the search icon 🔍\n4. Select a notebook\n\n![](sql-ploomber-colab.png)\n\n## Set up for contributors\n\nFirst set up by following the \"Setup\" section of `CONTRIBUTING.md`. Linked [here](https://github.com/ploomber/sql/blob/main/CONTRIBUTING.md)\n\nAfter cloning this repository and activating your environment, view the course by building the documents. \n\nTo do so, run \n\n`jupyter-book build docs/` \n\nin your command line. \n\nMake sure your working directory is at `/sql`, which is the top level of the cloned repository.\n\n## Course structure\n\n\u003cdetails\u003e\n\u003csummary\u003eDisplay the topics\u003c/summary\u003e\n\n### Intro to SQL\n\n1. Connecting to database engines\n2. Making your first query\n3. Aggregate functions in SQL\n4. Joining data in SQL\n5. Combining data from multiple tables \n\n### Interactive queries and parameterization\n\n1. Introduction to `ipywidgets`\n2. Parameterize your SQL queries\n3. Make your queries interactive\n\n### Advanced querying techniques\n\n1. Writing subqueries\n2. Advanced joins\n3. Advanced aggregations\n\n### Visualizing your SQL queries\n\n1. Types of data visualizations\n2. What makes a visualization good\n3. Plotting with `seaborn`\n4. Plotting with `plotly`\n5. SQL query visualization with `ggplot`\n\n### Packaging your SQL project\n\n1. Introduction to the dataset and problem\n2. Intro to Python scripting\n3. Intro to ETL pipelines with Python and SQL\n4. Packaging your ETL pipeline with Ploomber and Docker\n\n### Introduction to dashboards and apps\n\n1. Connecting the ETL pipeline to a dashboard (Voila)\n\n### Mini project - movie recommender system\n1. Introduction\n2. Setting up your environment with `Poetry`\n3. Set up an ETL with Python, DuckDB and Ploomber\n4. Perform exploratory data analysis\n5. Set up recommender system\n6. Serving results with FastAPI and Docker\n7. Deploying your application\n\n### Deploying your SQL application\n\n1. Cloud-based options\n2. Automating CI/CD with GitHub actions\n3. Sample AWS deployment workflow\n\n\u003c/details\u003e\n\n\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fploomber%2Fsql","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fploomber%2Fsql","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fploomber%2Fsql/lists"}