Potpourri: Statistics #76

Introduction to Deep Learning — 170 Video Lectures from Adaptive Linear Neurons to Zero-shot Classification with Transformers
The Identification Zoo: Meanings of Identification in Econometrics
Why you sometimes need to break the rules in data viz
A Concrete Introduction to Probability (using Python)
R packages that make ggplot2 more beautiful (Vol. I)
R packages that make ggplot2 more powerful (Vol. II)
Etimating multilevel models for change in R
Static and dynamic network visualization with R
Open Source RStudio/Shiny on AWS Fargate
Functional PCA with R
When Graphs Are a Matter of Life and Death
Python Projects with Source Code
The Stata workflow guide
15 Tips to Customize lines in ggplot2 with element_line()
7 Tips to customize rectangle elements in ggplot2 element_rect()
8 tips to use element_blank() in ggplot2 theme
Introduction to Machine Learning Interviews Book
Introduction to Python for Social Science
21 Must-Read Data Visualization Books, According to Experts
Introduction to Modern Statistics
The Difference Between Random Factors and Random Effects
Creating a figure of map layers in R
Reasons to Use Tidymodels
Professional, Polished, Presentable: Making great slides with xaringan
Polished summary tables in R with gtsummary
Top 10 Ideas in Statistics That Have Powered the AI Revolution
The New Native Pipe Operator in R
RMarkdown Tips and Tricks
Iterative visualizations with ggplot2: no more copy-pasting
Scaling Models in Poltical Science
Setting up and debugging custom fonts
A Pirate’s Favorite Programming Language
Tired: PCA + kmeans, Wired: UMAP + GMM
Three simple ideas for better election poll graphics
Exploratory Functional PCA with Sparse Data
Efficient simulations in R
The Beginner’s Guide to the Modern Data Stack
How to become a better R code detective?
A short introduction to grammar of graphics (via ggplot2)
Workflows for querying databases via R
A Handbook for Teaching and Learning with R and RStudio
Writing reproducible manuscripts in R
ggpairs in R- A Brief Introduction to ggpairs


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