BestLinks, Causality, Data Science, R, tools

Best links of the week #75

| by mribeirodantas
Reading time: 2 minutes

Best links of the week from 18th August to 23th August

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Links

  1. Facebook cria IA que acelera em 4 vezes exames de ressonância magnética at Olhar Digital.
  2. Quasi experiment at Wikipedia.
  3. Internal validity at Wikipedia.
  4. External validity at Wikipedia.
  5. cmx.js – a library for authoring xkcd-style comixes.
  6. Create your own xkcd-style comics using HTML markup.

Blog posts

  1. GPT-3 Has No Idea What It Is Saying by Steve Shwartz at Towards Data Science.
  2. Mathematics: An essential skill for aspiring data science professional! at Mark Taylor‘s Medium.
  3. tidyverse-tips at Olivier Gimenez‘s Blog.

Videos

  1. Causal Inference – Part I by Susan Athey at SMILES’s YouTube channel.
  2. Causal Inference – Part II by Susan Athey at SMILES’s YouTube channel.
  3. Causality by Kun Zhang at SMILES’s YouTube channel.
  4. Learning Theory by Ruth Urner at SMILES’s YouTube channel.
  5. Technical obstacles to ML implementation in healthcare by Anna Goldenberg at SMILES’s YouTube channel.
  6. Causality and Increasing Model Reliability by Suchi Saria at SMILES’s YouTube channel.
  7. Quasi-Experimental Designs at Onderzoeksmethoden UvA‘s YouTube channel.
  8. Regression Discontinuity Analysis at Onderzoeksmethoden UvA‘s YouTube channel.
  9. Identification Strategies, Part 1: How Economists Establish Causality at Ashley Hodgson‘s YouTube channel.
  10. Identification, Part 2: Regression Discontinuity at Ashley Hodgson‘s YouTube channel.
  11. Identification, Part 3: Instrumental Variables at Ashley Hodgson‘s YouTube channel.
  12. Identification, Part 4: Differences-in-differences / Natural Experiment at Ashley Hodgson‘s YouTube channel.
  13. An intuitive introduction to Regression Discontinuity at Doug McKee‘s YouTube channel.
  14. Regression Discontinuity: Looking at People on the Edge (Causal Inference Bootcamp) at Mod•U: Powerful Concepts in Social Science‘s YouTube channel.
  15. Noncompliance in Experiments (Causal Inference Bootcamp) at Mod•U: Powerful Concepts in Social Science‘s YouTube channel.
  16. Discrete Choice Analysis (Causal Inference Bootcamp) at Mod•U: Powerful Concepts in Social Science‘s YouTube channel.
  17. Confounders in Discrete Choice Analysis (Causal Inference Bootcamp) at Mod•U: Powerful Concepts in Social Science‘s YouTube channel.
  18. An intuitive introduction to Difference-in-Differences at Doug McKee‘s YouTube channel.
  19. Types of Experimental Designs at Simple Learning Pro‘s YouTube channel.
  20. The Effects of Outliers and Extrapolation on Regression (2.4) at Simple Learning Pro‘s YouTube channel.
  21. Density Curves and their Properties (5.1) at Simple Learning Pro‘s YouTube channel.
  22. MLOps Tutorial #4: GitHub Actions with your own GPUs at DVCorg‘s YouTube channel.

Positions available

  1. Engenheiro(a) de dados junior at enjoei.
  2. Engenheiro de Dados at James Delivery.
  3. Cientista de Dados at James Delivery.
  4. Analista de Dados at James Delivery.
  5. Applied Statistician LATAM at BAYER.
  6. Cientista de Dados at Onkos.
  7. Engenheir@ de Dados at tembici.
  8. Engenharia de Dados Sênior at VINDI.
  9. Cientista de Dados at Joinus Consultoria em Gestão de Pessoas.
  10. Cientista de Dados II at Suzano.
  11. Analista de Dados at Valid.
  12. Data Engineer at Dextra.
  13. Senior Data Pipeline Engineer at Wildlife Studios.
  14. Deep Learning Engineer at CloudWalk, Inc.
  15. Data Scientist at Neoway.
  16. Machine Learning Engineer at Ilumeo.
  17. Backend Developer Pleno & Sênior at T10.