Category: Data Science

BestLinks, Data Science

Best links of the week #84

Reading time: 2 minutes Best links of the week from 13rd April to 19th April Links Causal Generative Machine Learning Minicourse at Altdeep. BELIEF IN THE LAW OF SMALL NUMBERS by Amos Tversky and Daniel Kahneman. Why Some Models Leak Data at PAIR EXPLORABLES. Moving Trends and Statistics in the US During the COVID-19 Pandemic at Moving Company Reviews. …

BestLinks, Causality, Data Science

Best links of the week #78

Reading time: < 1 minute Best links of the week from 7th September to 13th September Links What are the various scenarios where we get a negative R squared in a (linear) regression model? at Quora. Blog posts Quem seguir para acompanhar Machine Learning e AI no Twitter? at Machina Economicus. Now Nubank’s Data Scientists have their own values at …

BestLinks, Causality, Data Science

Best links of the week #77

Reading time: 2 minutes Best links of the week from 31st August to 6th September Links Guess the Correlation Game. dagitty: Graphical Analysis of Structural Causal Models (R package) at CRAN. What Is The Difference Between Nonlinear Mechanics And Chaos Theory? at Forbes. Blog posts Probability concepts explained: Marginalisation at Towards Data Science. When the Fundamental Problem of Causal …

BestLinks, Causality, Data Science, R

Best links of the week #76

Reading time: 2 minutes Best links of the week from 24th August to 30th August Links Difference-in-Difference Estimation at Columbia Public Health. Cluster Analysis Using K-Means at Columbia Public Health. Discrete Choice Analysis at Columbia Public Health. Exploratory Factor Analysis at Columbia Public Health. Instrumental Variables at Columbia Public Health. Spline Regression at Columbia Public Health. Principal Components Analysis …

BestLinks, Causality, Data Science, R, tools

Best links of the week #75

Reading time: 2 minutes Best links of the week from 18th August to 23th August Links Facebook cria IA que acelera em 4 vezes exames de ressonância magnética at Olhar Digital. Quasi experiment at Wikipedia. Internal validity at Wikipedia. External validity at Wikipedia. cmx.js – a library for authoring xkcd-style comixes. Create your own xkcd-style comics using HTML markup. Blog posts …

Causality, Data Science, R, tools, Uncategorized

Continuous Machine Learning – Part I

Reading time: 9 minutes Continuous Machine Learning has come to revolutionize Machine Learning, Data Science and Software Engineering! I will teach you how to exploit this through CML, DVC and MIIC in this blog post 🙂

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 Links MonitoraCovid-19 at Big Data Fiocruz. Livros Gratuitos da Springer at Marcus Nunes’ Blog. Painel de Leitos e Insumos dos estados brasileiros. See how your community is moving around differently due to COVID-19. 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 DVC is the git equivalent for data and data science pipelines. Along with git and some R technologies such as packrat and RMarkdown you can manage your whole data science project in a very productive way! This post is a tutorial on using all these tools to manage your Data Science project!