| react-profiling | 0 |
| react-import-map | react,react-dom,react-dom/client,react-dom/profiling,react-is,react-reconciler,react/compiler-runtime,react/jsx-dev-runtime,react/jsx-runtime,scheduler@d5750093facf |
| route-pattern | /:user_id/:repository |
| route-controller | files |
| route-action | disambiguate |
| fetch-nonce | v2:15119c1f-18d8-4103-dbc7-814958278a7c |
| current-catalog-service-hash | f3abb0cc802f3d7b95fc8762b94bdcb13bf39634c40c357301c4aa1d67a256fb |
| request-id | BD4A:171339:1B0B06F:254A870:6AEC634F |
| html-safe-nonce | fca20c42daa8da3efdd1148e369fdc131cbcb530fc05129f6ff04dd2e473349f |
| visitor-payload | eyJyZWZlcnJlciI6IiIsInJlcXVlc3RfaWQiOiJCRDRBOjE3MTMzOToxQjBCMDZGOjI1NEE4NzA6NkFFQzYzNEYiLCJ2aXNpdG9yX2lkIjoiMjEzMDA1NDQxOTEwMzYzODM1MSIsInJlZ2lvbl9lZGdlIjoiaWFkIiwicmVnaW9uX3JlbmRlciI6ImlhZCJ9 |
| visitor-hmac | 0b50098a84886368f17ae0c913db70074e22d36ee46590aad053de8b2adc0c32 |
| hovercard-subject-tag | repository:958069474 |
| github-keyboard-shortcuts | repository,copilot |
| google-site-verification | Apib7-x98H0j5cPqHWwSMm6dNU4GmODRoqxLiDzdx9I |
| octolytics-url | https://collector.github.com/github/collect |
| analytics-location | // |
| fb:app_id | 1401488693436528 |
| apple-itunes-app | app-id=1477376905, app-argument=https://github.com/rdepp123/intermediate-python-training |
| twitter:image | https://opengraph.githubassets.com/da5d17fd83f4229ec717aa778cbe7bea49331f5a5e3f375db39acbf5ce6eda26/rdepp123/intermediate-python-training |
| twitter:card | summary_large_image |
| og:image | https://opengraph.githubassets.com/da5d17fd83f4229ec717aa778cbe7bea49331f5a5e3f375db39acbf5ce6eda26/rdepp123/intermediate-python-training |
| og:image:alt | Contribute to rdepp123/intermediate-python-training development by creating an account on GitHub. |
| og:image:width | 1200 |
| og:image:height | 600 |
| og:site_name | GitHub |
| og:type | object |
| hostname | github.com |
| expected-hostname | github.com |
| None | 7d7db1e529b542851575839b1ff051a015ba048c1b57e26f6068abf951bdffcf |
| turbo-cache-control | no-cache |
| go-import | github.com/rdepp123/intermediate-python-training git https://github.com/rdepp123/intermediate-python-training.git |
| octolytics-dimension-user_id | 104378416 |
| octolytics-dimension-user_login | rdepp123 |
| octolytics-dimension-repository_id | 958069474 |
| octolytics-dimension-repository_nwo | rdepp123/intermediate-python-training |
| octolytics-dimension-repository_public | true |
| octolytics-dimension-repository_is_fork | true |
| octolytics-dimension-repository_parent_id | 492815740 |
| octolytics-dimension-repository_parent_nwo | sib-swiss/intermediate-python-training |
| octolytics-dimension-repository_network_root_id | 492815740 |
| octolytics-dimension-repository_network_root_nwo | sib-swiss/intermediate-python-training |
| turbo-body-classes | logged-out env-production page-responsive |
| disable-turbo | false |
| browser-stats-url | https://api.github.com/_private/browser/stats |
| browser-errors-url | https://api.github.com/_private/browser/errors |
| release | 2583aca7efb9a680b332adc850d1729d624b45c2 |
| ui-target | full |
| theme-color | #1e2327 |
| color-scheme | light dark |
| Skip to content | https://github.com/rdepp123/intermediate-python-training#start-of-content |
| https://github.com/ |
| Sign in | https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Frdepp123%2Fintermediate-python-training |
| GitHubRepository hosting, code review, and collaboration | https://github.com/platform |
| CopilotAI coding agent for tasks, projects and automated work | https://github.com/features/copilot |
| ActionsCI/CD and automation | https://github.com/features/actions |
| Code QualityQuality analysis, fixes, and enforcement | https://github.com/features/code-quality |
| CodespacesCloud development environments | https://github.com/features/codespaces |
| Code SecurityVulnerability detection and remediation | https://github.com/security/advanced-security/code-security |
| Secret ProtectionSecret scanning and leak prevention | https://github.com/security/advanced-security/secret-protection |
| All Features | https://github.com/features |
| Documentation | https://docs.github.com/en |
| Training | https://learn.github.com/skills |
| Certifications | https://learn.github.com/credentials |
| Build with Copilot | https://github.com/features/ai |
| Customize Copilot | https://docs.github.com/en/copilot/how-tos/copilot-on-github/customize-copilot/customize-copilot-overview |
| Integrations | https://github.com/marketplace |
| Trending repos | https://github.com/trending |
| GitHub Sponsors | https://github.com/open-source/sponsors |
| Developer articles | https://github.com/resources/articles |
| ChangelogYour source for the latest features, improvements, and fixes across GitHub products, all in one place. | https://github.blog/changelog/ |
| Enterprises | https://github.com/enterprise |
| Team | https://github.com/team |
| Startups | https://github.com/enterprise/startups |
| Nonprofits | https://github.com/solutions/industry/nonprofits |
| Healthcare | https://github.com/solutions/industry/healthcare |
| Financial services | https://github.com/solutions/industry/financial-services |
| Manufacturing | https://github.com/solutions/industry/manufacturing |
| Government | https://github.com/solutions/industry/government |
| See all industries | https://github.com/solutions/industry |
| Why GitHub | https://github.com/why-github |
| Customer Stories | https://github.com/customer-stories |
| Business insights | https://github.com/solutions/executive-insights |
| Trust Center | https://github.com/trust-center |
| GitHub Advanced SecurityEnterprise-grade code security | https://github.com/security/advanced-security |
| Copilot for businessEnterprise-grade AI features | https://github.com/features/copilot/copilot-business |
| Premium SupportEnterprise-grade 24/7 support | https://github.com/enterprise/premium-support |
| Documentation | https://docs.github.com/en |
| Resource center | https://github.com/resources |
| Blog | https://github.blog/ |
| Events & webinars | https://github.com/resources/events |
| Community Forum | https://github.com/orgs/community/discussions |
| Customer Stories | https://github.com/customer-stories |
| Integrations | https://github.com/marketplace |
| Customer support | https://help.github.com/ |
| Training | https://learn.github.com/skills |
| GitHub Status | https://www.githubstatus.com/ |
| About | https://github.com/about |
| Partners | https://github.com/partners |
| Changelog | https://github.blog/changelog/ |
| GitHub UniverseThe event for developers, by developers — talks, workshops, and what’s next for GitHub. | https://githubuniverse.com/ |
| Pricing | https://github.com/pricing |
| Sign in | https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Frdepp123%2Fintermediate-python-training |
| Sign up | https://github.com/signup?ref_cta=Sign+up&ref_loc=header+logged+out&ref_page=%2F%3Cuser-name%3E%2F%3Crepo-name%3E&source=header-repo&source_repo=rdepp123%2Fintermediate-python-training |
| Reload | https://github.com/rdepp123/intermediate-python-training |
| Reload | https://github.com/rdepp123/intermediate-python-training |
| Reload | https://github.com/rdepp123/intermediate-python-training |
| rdepp123 | https://github.com/rdepp123 |
| intermediate-python-training | https://github.com/rdepp123/intermediate-python-training |
| Code | https://github.com/rdepp123/intermediate-python-training |
| Pull requests | https://github.com/rdepp123/intermediate-python-training/pulls |
| Actions | https://github.com/rdepp123/intermediate-python-training/actions |
| Projects | https://github.com/rdepp123/intermediate-python-training/projects |
| Security and quality | https://github.com/rdepp123/intermediate-python-training/security |
| Insights | https://github.com/rdepp123/intermediate-python-training/pulse |
| https://github.com/rdepp123/intermediate-python-training |
| intermediate-python-training | https://github.com/rdepp123/intermediate-python-training |
| sib-swiss/intermediate-python-training | https://github.com/sib-swiss/intermediate-python-training |
| Notifications | https://github.com/login?return_to=%2Frdepp123%2Fintermediate-python-training |
| Fork0 (0) | https://github.com/login?return_to=%2Frdepp123%2Fintermediate-python-training |
| Star1 (1) | https://github.com/login?return_to=%2Frdepp123%2Fintermediate-python-training |
| Readme | https://github.com/rdepp123/intermediate-python-training#readme-ov-file |
| License | https://github.com/rdepp123/intermediate-python-training#License-1-ov-file |
| Activity | https://github.com/rdepp123/intermediate-python-training/activity |
| 0 forks | https://github.com/rdepp123/intermediate-python-training/forks |
| Report repository | https://github.com/contact/report-content?content_url=https%3A%2F%2Fgithub.com%2Frdepp123%2Fintermediate-python-training&report=rdepp123+%28user%29 |
| Branches | https://github.com/rdepp123/intermediate-python-training/branches |
| Tags | https://github.com/rdepp123/intermediate-python-training/tags |
| https://github.com/rdepp123/intermediate-python-training/branches |
| https://github.com/rdepp123/intermediate-python-training/tags |
| 117 Commits | https://github.com/rdepp123/intermediate-python-training/commits/main/ |
| https://github.com/rdepp123/intermediate-python-training/commits/main/ |
| course1 | https://github.com/rdepp123/intermediate-python-training/tree/main/course1 |
| course1 | https://github.com/rdepp123/intermediate-python-training/tree/main/course1 |
| course2 | https://github.com/rdepp123/intermediate-python-training/tree/main/course2 |
| course2 | https://github.com/rdepp123/intermediate-python-training/tree/main/course2 |
| course3 | https://github.com/rdepp123/intermediate-python-training/tree/main/course3 |
| course3 | https://github.com/rdepp123/intermediate-python-training/tree/main/course3 |
| .gitignore | https://github.com/rdepp123/intermediate-python-training/blob/main/.gitignore |
| .gitignore | https://github.com/rdepp123/intermediate-python-training/blob/main/.gitignore |
| .markdownlint.json | https://github.com/rdepp123/intermediate-python-training/blob/main/.markdownlint.json |
| .markdownlint.json | https://github.com/rdepp123/intermediate-python-training/blob/main/.markdownlint.json |
| .zenodo.json | https://github.com/rdepp123/intermediate-python-training/blob/main/.zenodo.json |
| .zenodo.json | https://github.com/rdepp123/intermediate-python-training/blob/main/.zenodo.json |
| 00_python_warmup.ipynb | https://github.com/rdepp123/intermediate-python-training/blob/main/00_python_warmup.ipynb |
| 00_python_warmup.ipynb | https://github.com/rdepp123/intermediate-python-training/blob/main/00_python_warmup.ipynb |
| LICENSE.md | https://github.com/rdepp123/intermediate-python-training/blob/main/LICENSE.md |
| LICENSE.md | https://github.com/rdepp123/intermediate-python-training/blob/main/LICENSE.md |
| README.md | https://github.com/rdepp123/intermediate-python-training/blob/main/README.md |
| README.md | https://github.com/rdepp123/intermediate-python-training/blob/main/README.md |
| schedule.md | https://github.com/rdepp123/intermediate-python-training/blob/main/schedule.md |
| schedule.md | https://github.com/rdepp123/intermediate-python-training/blob/main/schedule.md |
| README | https://github.com/rdepp123/intermediate-python-training |
| License | https://github.com/rdepp123/intermediate-python-training |
| https://doi.org/10.5281/zenodo.14196797 |
| https://github.com/rdepp123/intermediate-python-training#intermediate-python-courses |
| SIB Training | https://www.sib.swiss/training/upcoming-training-courses |
| Pandas | https://pandas.pydata.org |
| Numpy | https://numpy.org |
| Scipy | https://scipy.org |
| Seaborn | https://seaborn.pydata.org |
| Numba | https://numba.pydata.org |
| https://github.com/rdepp123/intermediate-python-training#prerequisites |
| https://github.com/rdepp123/intermediate-python-training#prerequisite-knowledge |
| 00_python_warmup.ipynb | https://github.com/rdepp123/intermediate-python-training/blob/main/00_python_warmup.ipynb |
| Jupyter Notebooks | https://www.jupyter.org |
| this one | https://github.com/sib-swiss/first-steps-with-python-training/blob/master/notebooks/00_jupyter_setup.ipynb |
| that more in-depth one | https://mybinder.org/v2/gh/ipython/ipython-in-depth/HEAD?urlpath=tree/binder/Index.ipynb |
| https://github.com/rdepp123/intermediate-python-training#software-installation |
| setting-up your computer | https://github.com/sib-swiss/first-steps-with-python-training/blob/master/setting_up_your_environment.md |
| pandas | https://pandas.pydata.org |
| seaborn | https://seaborn.pydata.org |
| statsmodels | https://www.statsmodels.org/stable/index.html |
| numba | https://numba.pydata.org/ |
| cython | https://pypi.org/project/Cython/ |
| memory-profiler | https://pypi.org/project/memory-profiler/ |
| pandas | https://pandas.pydata.org |
| plotly-dash | https://dash.plotly.com/installation |
| https://github.com/rdepp123/intermediate-python-training#course-material-organization |
| Jupyter Notebooks | https://www.jupyter.org |
| 00_python_warmup.ipynb | https://github.com/rdepp123/intermediate-python-training/blob/main/00_python_warmup.ipynb |
| 01_data_manipulation.ipynb | https://github.com/rdepp123/intermediate-python-training/blob/main/course1/01_data_manipulation.ipynb |
| pandas | https://pandas.pydata.org |
| 02_data_description_and_representation.ipynb | https://github.com/rdepp123/intermediate-python-training/blob/main/course1/02_data_description_and_representation.ipynb |
| 03_statistics_with_python.ipynb | https://github.com/rdepp123/intermediate-python-training/blob/main/course1/03_statistics_with_python.ipynb |
| 01_resource_usage_measure_and_profiling.ipynb | https://github.com/rdepp123/intermediate-python-training/blob/main/course2/01_resource_usage_measure_and_profiling.ipynb |
| 02_faster_python.ipynb | https://github.com/rdepp123/intermediate-python-training/blob/main/course2/02_faster_python.ipynb |
| 03_multiprocessing_multithreading_python.ipynb | https://github.com/rdepp123/intermediate-python-training/blob/main/course2/03_multiprocessing_multithreading_python.ipynb |
| https://github.com/rdepp123/intermediate-python-training#course-recording-videos |
| Data analysis and representation in Python playlist | https://www.youtube.com/playlist?list=PLxHnvy2HZSYnfsgyi2fFwY-ZV-i5qzTed |
| Optimizing Python Code for Better Performance playlist | https://www.youtube.com/playlist?list=PLxHnvy2HZSYlqefw9OXwV77vB4DNC4tjP |
| https://github.com/rdepp123/intermediate-python-training#citation |
| https://doi.org/10.5281/zenodo.14196797 | https://doi.org/10.5281/zenodo.14196797 |
| Readme | https://github.com/rdepp123/intermediate-python-training#readme-ov-file |
| License | https://github.com/rdepp123/intermediate-python-training#License-1-ov-file |
| Activity | https://github.com/rdepp123/intermediate-python-training/activity |
| 0 forks | https://github.com/rdepp123/intermediate-python-training/forks |
| Report repository | https://github.com/contact/report-content?content_url=https%3A%2F%2Fgithub.com%2Frdepp123%2Fintermediate-python-training&report=rdepp123+%28user%29 |
|
| https://github.com |
| Terms | https://docs.github.com/site-policy/github-terms/github-terms-of-service |
| Privacy | https://docs.github.com/site-policy/privacy-policies/github-privacy-statement |
| Security | https://github.com/security |
| Status | https://www.githubstatus.com/ |
| Community | https://github.community/ |
| Docs | https://docs.github.com/ |
| Contact | https://support.github.com?tags=dotcom-footer |