{"id":19399919,"url":"https://github.com/worldbank/dec-python-course","last_synced_at":"2025-04-24T06:32:42.875Z","repository":{"id":56783510,"uuid":"494086515","full_name":"worldbank/dec-python-course","owner":"worldbank","description":null,"archived":false,"fork":false,"pushed_at":"2025-03-06T21:31:16.000Z","size":50897,"stargazers_count":21,"open_issues_count":8,"forks_count":10,"subscribers_count":11,"default_branch":"main","last_synced_at":"2025-04-03T00:51:46.314Z","etag":null,"topics":["jupyter-notebook","python"],"latest_commit_sha":null,"homepage":null,"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/worldbank.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":"2022-05-19T13:36:58.000Z","updated_at":"2025-03-06T21:31:19.000Z","dependencies_parsed_at":"2025-02-19T21:31:37.138Z","dependency_job_id":null,"html_url":"https://github.com/worldbank/dec-python-course","commit_stats":null,"previous_names":[],"tags_count":4,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/worldbank%2Fdec-python-course","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/worldbank%2Fdec-python-course/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/worldbank%2Fdec-python-course/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/worldbank%2Fdec-python-course/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/worldbank","download_url":"https://codeload.github.com/worldbank/dec-python-course/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":250578720,"owners_count":21453343,"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-notebook","python"],"created_at":"2024-11-10T11:12:11.700Z","updated_at":"2025-04-24T06:32:37.863Z","avatar_url":"https://github.com/worldbank.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# DEC-foundations-of-python\n\nThis repository contains all the material for the DEC Python training.\nThis training is developed by DIME Analytics and DECID.\n\n## Course content\n\nThis training is structured into three parts.\nPart 0 is a single-session introduction for people with no coding background.\nPart 1 is a course that covers the foundations of Python\nused in almost any type of Python data science project.\nPart 2 is a collection of stand-alone sessions that\nassumes knowledge in the foundations of Python\nand each session dives deeper into the advanced topic.\n\n#### Links to content\n* **Part 0 - Intro to Programming**\n  * [Slides](https://github.com/worldbank/dec-python-course/blob/main/0-intro-to-programming/0-intro-to-programming.pdf)\n* **Part 1 - Foundations of Data Science in Python**\n    * Session 1 - Variable types and Python syntax\n        * [Jupyter notebook](https://github.com/worldbank/dec-python-course/blob/main/1-foundations/1-types-and-syntax/foundations-s1.ipynb)\n        * [Colab notebook](https://colab.research.google.com/github/worldbank/dec-python-course/blob/main/1-foundations/1-types-and-syntax/foundations-s1.ipynb)\n        * [Suggested solutions](https://github.com/worldbank/dec-python-course/blob/main/1-foundations/1-types-and-syntax/solutions-s1.ipynb)\n    * Session 2 - Control flow and functions\n        * [Jupyter notebook](https://github.com/worldbank/dec-python-course/blob/main/1-foundations/2-control-flows-and-functions/foundations-s2.ipynb)\n        * [Colab notebook](https://colab.research.google.com/github/worldbank/dec-python-course/blob/main/1-foundations/2-control-flows-and-functions/foundations-s2.ipynb)\n        * [Suggested solutions](https://github.com/worldbank/dec-python-course/blob/main/1-foundations/2-control-flows-and-functions/solutions-s2.ipynb)\n    * Session 3 - NumPy and Pandas\n        * [Jupyter notebook](https://github.com/worldbank/dec-python-course/blob/main/1-foundations/3-numpy-and-pandas/foundations-s3.ipynb)\n        * [Colab notebook](https://colab.research.google.com/github/worldbank/dec-python-course/blob/main/1-foundations/3-numpy-and-pandas/foundations-s3.ipynb)\n        * [Suggested solutions](https://github.com/worldbank/dec-python-course/blob/main/1-foundations/3-numpy-and-pandas/solutions-s3.ipynb)\n    * Session 4 - APIs and introduction to data visualization in Python\n        * APIs\n            * [Slides](https://github.com/worldbank/dec-python-course/blob/main/1-foundations/4-api-and-dataviz/Introduction%20to%20APIs.pdf)\n            * [Jupyter notebook](https://github.com/worldbank/dec-python-course/blob/main/1-foundations/4-api-and-dataviz/foundations-s4-api.ipynb)\n            * [Colab notebook](https://colab.research.google.com/github/worldbank/dec-python-course/blob/main/1-foundations/4-api-and-dataviz/foundations-s4-api.ipynb)\n            * [Suggested solutions](https://github.com/worldbank/dec-python-course/blob/main/1-foundations/4-api-and-dataviz/foundations-s4-api-solutions.ipynb)\n        * Data visualization\n            * [Jupyter notebook](https://github.com/worldbank/dec-python-course/blob/main/1-foundations/4-api-and-dataviz/foundations-s4-dataviz.ipynb)\n            * [Colab notebook](https://colab.research.google.com/github/worldbank/dec-python-course/blob/main/1-foundations/4-api-and-dataviz/foundations-s4-dataviz.ipynb)   \n    * Project 1 - Schelling model\n        * [Jupyter notebook](https://github.com/worldbank/dec-python-course/blob/main/1-foundations/project-1-schelling-model/project-1-schelling-model-of-segregation.ipynb)\n        * [Colab notebook](https://colab.research.google.com/github/worldbank/dec-python-course/blob/main/1-foundations/project-1-schelling-model/project-1-schelling-model-of-segregation.ipynb)\n        * [Suggested solutions](https://github.com/worldbank/dec-python-course/blob/main/1-foundations/project-1-schelling-model/project1-solutions.ipynb)\n    * Project 2 - Raster data analysis and ML inference\n        * [Jupyter notebook](https://github.com/worldbank/dec-python-course/blob/main/1-foundations/project-2-rasters_and_functions/Project%202.ipynb)\n        * [Colab notebook](https://colab.research.google.com/github/worldbank/dec-python-course/blob/main/1-foundations/project-2-rasters_and_functions/Project%202.ipynb)\n        * [Suggested solutions](https://github.com/worldbank/dec-python-course/blob/main/1-foundations/project-2-rasters_and_functions/Project%202_Solutions.ipynb)\n* **Part 2 - Advanced topics of Data Science of Python**\n    * Geospatial analysis\n        * [Jupyter notebook](https://github.com/worldbank/dec-python-course/blob/main/2-advanced-topics/geospatial-analysis/geospatial-analysis.ipynb)\n        * [Colab notebook](https://colab.research.google.com/github/worldbank/dec-python-course/blob/main/2-advanced-topics/geospatial-analysis/geospatial-analysis.ipynb)\n    * Introduction to text analysis\n        * [Jupyter notebook](https://github.com/worldbank/dec-python-course/blob/main/2-advanced-topics/text-analysis/intro-text-analysis.ipynb)\n        * [Colab notebook](https://colab.research.google.com/github/worldbank/dec-python-course/blob/main/2-advanced-topics/text-analysis/intro-text-analysis.ipynb)\n\n## Contact\n\nIf you have any questions you can contact one of the teams behind this training\non dimeanalytics@worldbank.org.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fworldbank%2Fdec-python-course","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fworldbank%2Fdec-python-course","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fworldbank%2Fdec-python-course/lists"}