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Positron, a next-generation data science IDE
Scripts and data to go along with introductions to R
Brief introduction of Social Network Analysis (SNA) and its implementation on Twitter Network
Template for R Markdown based slides using Duke University color palette: dukeslides is built on top of xaringan
A brief introduction to text mining and sentiment analysis with visualization
Using rvest and the tidyverse to scrape web sites. A case study.
Materials for +DataScience In-Person Learning Experiences (IPLEs)
Introduction to Regression lecture materials
Survival Analysis exploration in Python
🇨🇭Search and Download Data from the Swiss Federal Statistical Office
R bindings for H3, a hierarchical hexagonal geospatial indexing system
Understanding complex R objects with tools similar to str()
Repo for code and resources for analysis projects in R.
Portfolio Management with R: Backtesting investment and trading strategies, computing profit-and-loss and returns, reporting, and more.
500 AI Machine learning Deep learning Computer vision NLP Projects with code
📝 An awesome Data Science repository to learn and apply for real world problems.
Curated list of project-based tutorials
📚 Freely available programming books
Data Science Roadmap from A to Z
Companion code repository for the O'Reilly "Python and R for the Modern Data Scientist" book.
Statistical Inference via Data Science: A ModernDive into R and the Tidyverse
A machine learning project for identifying customer segments using demographic and financial data from a German mailing campaign.