Potpourri: Statistics #76

942. Introduction to Deep Learning -- 170 Video Lectures from Adaptive Linear Neurons to Zero-shot Classification with Transformers943. The Identification Zoo: Meanings of Identification in Econometrics944. Why you sometimes need to break the rules in data viz945. A Concrete Introduction to Probability (using Python)946. ~~R packages that make ggplot2 more beautiful (Vol. I)~~947. ~~R packages that make ggplot2 more powerful (Vol. II)~~948. Etimating multilevel models for change in R949. Static and dynamic network visualization with R950. Open Source RStudio/Shiny on AWS Fargate951. Functional PCA with R952. When Graphs Are a Matter of Life and Death953. Python Projects with Source Code954. The Stata workflow guide955. 15 Tips to Customize lines in ggplot2 with element_line()956. 7 Tips to customize rectangle elements in ggplot2 element_rect()957. 8 tips to use element_blank() in ggplot2 theme958. Introduction to Machine Learning Interviews Book959. Introduction to Python for Social Science960. 21 Must-Read Data Visualization Books, According to Experts961. Introduction to Modern Statistics962. The Difference Between Random Factors and Random Effects963. Creating a figure of map layers in R964. Reasons to Use Tidymodels965. Professional, Polished, Presentable: Making great slides with xaringan966. Polished summary tables in R with gtsummary967. Top 10 Ideas in Statistics That Have Powered the AI Revolution968. ~~The New Native Pipe Operator in R~~969. RMarkdown Tips and Tricks970. Iterative visualizations with ggplot2: no more copy-pasting971. ~~Scaling Models in Poltical Science~~972. Setting up and debugging custom fonts973. A Pirate’s Favorite Programming Language974. Tired: PCA + kmeans, Wired: UMAP + GMM975. Three simple ideas for better election poll graphics976. Exploratory Functional PCA with Sparse Data977. Efficient simulations in R978. The Beginner’s Guide to the Modern Data Stack979. How to become a better R code detective?980. A short introduction to grammar of graphics (via ggplot2)981. Workflows for querying databases via R982. A Handbook for Teaching and Learning with R and RStudio983. Writing reproducible manuscripts in R984. ggpairs in R- A Brief Introduction to ggpairs

Previous posts: #1 #2 #3 #4 #5 #6 #7 #8 #9 #10 #11 #12 #13 #14 #15 #16 #17 #18 #19 #20 #21 #22 #23 #24 #25 #26 #27 #28 #29 #30 #31 #32 #33 #34 #35 #36 #37 #38 #39 #40 #41 #42 #43 #44 #45 #46 #47 #48 #49 #50 #51 #52 #53 #54 #55 #56 #57 #58 #59 #60 #61 #62 #63 #64 #65 #66 #67 #68 #69 #70 #71 #72 #73 #74 #75