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andkret committed Jul 16, 2024
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584 changes: 324 additions & 260 deletions docs/01-Introduction.md

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12 changes: 0 additions & 12 deletions docs/05-CaseStudies.md
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sidebar_label: Case Studies
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Case Studies
============

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### Data Science at Amazon

<https://www.datasciencecentral.com/profiles/blogs/20-data-science-systems-used-by-amazon-to-operate-its-business>\
<https://aws.amazon.com/solutions/case-studies/amazon-migration-analytics/>

### Data Science at Baidu
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<http://www.lhc-facts.ch/index.php?page=datenverarbeitung>

<https://openlab.cern/sites/openlab.web.cern.ch/files/2018-09/2017_ESADE_Madrid_Big_Data.pdf>

<https://openlab.cern/sites/openlab.web.cern.ch/files/2018-05/kubeconeurope2018-cern-180507122303.pdf>

<https://www.slideshare.net/SparkSummit/next-cern-accelerator-logging-service-with-jakub-wozniak>

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**Slides:**

<http://sites.nationalacademies.org/cs/groups/ssbsite/documents/webpage/ssb_182893.pdf>

<https://esip.figshare.com/articles/Apache_Science_Data_Analytics_Platform/5786421>

<http://www.socallinuxexpo.org/sites/default/files/presentations/OnSightCloudArchitecture-scale14x.pdf>
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Best Practices Cloud Platforms
=============================

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https://cloud.google.com/solutions/best-practices-for-operating-containers

Preparing a Google Kubernetes Engine Environment for Production:

https://cloud.google.com/solutions/prep-kubernetes-engine-for-prod

Automating IoT Machine Learning: Bridging Cloud and Device Benefits with AI Platform:

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100 Plus Data Sources Data Science
===================================
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- [FiveThirtyEight](http://fivethirtyeight.com/)
- [Google Scholar](http://scholar.google.com/)
- [Pew Research](http://www.pewresearch.org/)
- [Qlik DataMarket](http://www.qlik.com/products/qlik-data-market)
- [The Upshot by New York Times](http://www.nytimes.com/section/upshot)
- [UNData](http://data.un.org/)

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- [Education Data by the World Bank](http://data.worldbank.org/topic/education)
- [Education Data by Unicef](http://data.unicef.org/education/overview.html)
- [Government Data About Education](https://www.data.gov/education/)
- [National Center for Education Statistics](https://nces.ed.gov/)

## Entertainment
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- [Environmental Protection Agency](https://www.epa.gov/data)
- [International Energy Agency Atlas](https://www.iea.org/data-and-statistics?country=WORLD&fuel=Energy%20supply&indicator=TPESbySource)
- [National Center for Environmental Health](http://www.cdc.gov/nceh/data.htm)
- [National Centers for Environmental Information](https://www.ncdc.noaa.gov/wdcmet/data-access-search-viewer-tools/world-weather-records-wwr-clearinghouse)
- [National Climatic Data Center](http://www.ncdc.noaa.gov/data-access/quick-links#loc-clim)
- [National Weather Service](http://www.weather.gov/help-past-weather)
- [Weather Underground](https://www.wunderground.com/)
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## Government And World

- [Data Catalogs](http://opengovernmentdata.org/data/)
- [Data.gov](http://www.data.gov/)
- [European Union Open Data Portal](http://data.europa.eu/euodp/en/data/)
- [Gapminder](https://www.gapminder.org/data/)
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- [The World Bank’s World Development Indicators](http://data.worldbank.org/data-catalog/world-development-indicators)
- [U.S. Census Bureau](http://www.census.gov/)
- [UNDP’s Human Development Index](http://hdr.undp.org/en/data)
- [Unicef](http://www.unicef.org/statistics/)

## Health

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- [Medicare Hospital Quality](https://data.medicare.gov/data/hospital-compare#)
- [MedicinePlus](https://www.nlm.nih.gov/medlineplus/healthstatistics.html)
- [National Center for Health Statistics](http://www.cdc.gov/nchs/)
- [Partners in Information Access for the Public Health Workforce](https://phpartners.org/health_stats.html)
- [President’s Council on Fitness, Sports & Nutrition](http://www.fitness.gov/resource-center/facts-and-statistics/)
- [SEER Cancer Incidence](http://seer.cancer.gov/faststats/selections.php?series=cancer)
- [The BROAD Institute](http://www.broadinstitute.org/cgi-bin/cancer/datasets.cgi)
- [World Health Organization](http://www.who.int/en/)

## Human Rights

- [Amnesty International](https://www.amnesty.org/en/search/?q=&documentType=Annual+Report)
- [Harvard Law School](http://hls.harvard.edu/library/research/find-a-database/international-relations-human-rights-data/)
- [Human Rights Data Analysis Group](https://hrdag.org/)
- [The Armed Conflict Database by Uppsala University](http://www.pcr.uu.se/research/UCDP/)

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- [California Field Poll](http://dlab.berkeley.edu/data-resources/california-polls)
- [Crowdpac](https://www.crowdpac.com/)
- [Gallup](http://www.gallup.com/home.aspx)
- [Intro to Political Science Research by UC Berkeley](http://guides.lib.berkeley.edu/Intro-to-Political-Science-Research/Stats)
- [Open Secrets](https://www.opensecrets.org/)
- [Rand State Statistics](http://www.randstatestats.org/us/)
- [Real Clear Politics](http://guides.lib.berkeley.edu/Intro-to-Political-Science-Research/Stats)
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1001 Data Engineering Interview Questions
=========================================

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