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Analytics Dispatch 9/7/2021

Software design tips for data scientists

THINK BIG
Twelve Software Design Tips for Data Scientists
“Since many big programs begin life as small scripts, knowing how to design in the large helps ensure that what's done in the small is pointed in the right direction.” - Greg Wilson

CATCH UP
Challenges and Opportunities in NLP Benchmarking
Natural language processing models have become so powerful over the last few years that we need new benchmarks for measuring their performance. - Sebastian Ruder

ADD TO THE TOOLKIT
Nine Tools I Wish I Mastered Before My PhD in Machine Learning
Whether you’re building a start up or making scientific breakthroughs, these tools will bring your machine learning pipeline to the next level. - Towards Data Science

SCHOOL’S IN SESSION
Teaching the tidyverse in 2021
Teaching R and the tidyverse soon? Here's a blog post rounding up the updates to the tidyverse over the year, with tips on how you might incorporate them in your lessons. - Tidyverse

PLAY BALL
My First API: Which NFL Games Should I Watch?
This is a clever idea for figuring out which games will be the most satisfying to watch, when there are just too many games going on in a given week. Importantly, the suggestions stay spoiler-free. - Jenny Sloane

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