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My textbook with Kosuke Imai (@Harvard) is finally out!
Assuming no prior knowledge of statistics or coding and only minimal knowledge of math, DSS teaches the fundamentals of survey research, predictive models, and causal inference + how to analyze real-world data with R.
🧵..
Assuming no prior knowledge of statistics or coding and only minimal knowledge of math, DSS teaches the fundamentals of survey research, predictive models, and causal inference + how to analyze real-world data with R.
🧵..
1/n: DSS is meant for complete beginners, regardless of whether they are in high school, in graduate school, or out of school altogether. #rstats #surveys #prediction #causality
Want to see for yourself? The first chapter is free here: bit.ly/dss_preview
Book outline:
Want to see for yourself? The first chapter is free here: bit.ly/dss_preview
Book outline:
2/n: We wrote DSS so that anyone could learn the skills we teach by following along with the exercises in the book on their own computer, without the help of an instructor. (Everything needed is either in the book or on the book's website.) #rstats #surveys #prediction #causality
Learn By Doing
⭐️ A methodology of learning things to dive-in and get your hands dirty with what you learnt
#learnbydoing #100DaysOfCode
How to start - A thread for devs 🧵 ⬇️
⭐️ A methodology of learning things to dive-in and get your hands dirty with what you learnt
#learnbydoing #100DaysOfCode
How to start - A thread for devs 🧵 ⬇️
1/ Decide what to learn
→ Analyse the potential of the language/framework/anything else
→ Try to find reasons to keep yourself motivated during learning
→ Analyse the potential of the language/framework/anything else
→ Try to find reasons to keep yourself motivated during learning
2/ Come up with a project idea
→ Ensure the scope of the project is not too big, and not too small
→ (Framework/Library) Project should have ample features to utilize the key aspects of the lib
→ List down the items & create a roadmap, ensure you always know what's next
→ Ensure the scope of the project is not too big, and not too small
→ (Framework/Library) Project should have ample features to utilize the key aspects of the lib
→ List down the items & create a roadmap, ensure you always know what's next
Christine and Tom from Open Inclusion kicks off tonight #ServLab
