Tag: git

BestLinks, Data Science, R

Best links of the week #63

Reading time: 2 minutes

Best links of the week from 30th March to 5th April

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Links

  1. MonitoraCovid-19 at Big Data Fiocruz.
  2. Livros Gratuitos da Springer at Marcus Nunes’ Blog.
  3. Painel de Leitos e Insumos dos estados brasileiros.
  4. See how your community is moving around differently due to COVID-19.
  5. Data extraction of Google’s COVID-19 Mobility Reports at vitorbaptista’s GitHub.
Data Science, PhD, R

Manage your Data Science Project in R

Reading time: 9 minutes

A simple project tutorial with R/RMarkdown, Packrat, Git, and DVC.

Source: Here.

The pain of managing a Data Science project

Something has been bothering me for a while: Reproducibility and data tracking in data science projects. I have read about some technologies but had never really tried any of them out until recently when I couldn’t stand this feeling of losing track of my analyses anymore. At some point, I decided to give DVC a try after some friends, mostly Flávio Clésio, suggested it to me. In this post, I will talk about Git, DVC, R, RMarkdown and Packrat, everything I think you may need to manage your Data Science project, but the focus is definitely on DVC.

BestLinks

Best links of the week #30

Reading time: 2 minutes

Best links of the week from 29th July to 4th August

Source: here.

Links

  1. Some interesting shiny apps at Tychobra.
  2. Learn git branching!
  3. Learn vim.
  4. rThreeJS R Package.
  5. Difference Between Covariance and Correlation at Key Differences.
  6. Variance vs. Covariance: What’s the Difference? at Investopedia.
  7. Difference Between Correlation and Regression at Key Differences.
  8. Difference Between Parametric and Nonparametric Test at Key Differences.
  9. Preferential attachment at Wikipedia.
  10. Voice automated shiny app (example here) at Yihui Xie’s GitHub.
  11. Webcam (face) automated shiny app (example here) at Yihui Xie’s GitHub.
  12. Xaringan (presentation on xaringan here) at Yihui Xie’s GitHub.
  13. Learn R fast with fasteR!
  14. We’re told that too much screen time hurts our kids. Where’s the evidence? at The Guardian.
  15. pagedown: Creating beautiful PDFs with R Markdown and CSS at rstudio::conf 2019 website.
  16. Por que cientistas precisam ser também bons comunicadores at NEXO Jornal.
  17. Portugal cria visto especial para atrair profissionais de TI brasileiros at Folha de São Paulo.
BestLinks

Best links of the week #21

Reading time: 2 minutes

Best links of the week from 27th May to 2nd June

Source: Geek Hero Cromic.

Links

  1. Samsung AI Can Turn a Single Portrait Into a Realistic Talking Head at PetaPixel.
  2. Let’s Encrypt (Free Certification Authority) at MLAIT.
  3. Public data from the French government.
  4. Paris opens a data center to control its digital infrastructure.
  5. genderBR is an R package that predicts gender from Brazilian first names using data from the Instituto Brasileiro de Geografia e Estatistica’s 2010 Census.
  6. Git Cherry Pick at Atlassian Git Tutorials.
  7. Refs and the Reflog at Atlassian Git Tutorials.
  8. Advanced Git log at Atlassian Git Tutorials.
  9. Merging vs. Rebasing at Atlassian Git Tutorials.
  10. Intro to Cherry Picking with Git at PreviousNext.
  11. O que faz o cientista de dados ser o profissional mais procurado pelos RHs? at StartSe.
  12. 8 habilidades indispensáveis para cientistas de dados at CIO.