Great thread. Since DeOldify was mentioned on there I will say this: There's a lot of social pressure to open source everything but the fact is that artificial scarcity (not giving away everything for free) gives you a chance to actually make money on your code most directly. https://t.co/ixmFSqrpjI
— Jason Antic (@citnaj) July 1, 2020
Some musings on NLP/ML self-study. tldr:
— Sasha Rush (@srush_nlp) June 26, 2020
* Reading a paper is really hard, give yourself a lot of time and slack.
* Pick depth over breadth. If you do depth well, you get breadth for free.
* Be actively skeptical of all claims. Read your own drafts with 2x that skepticism. https://t.co/f1taVV74tE
The purpose of unit tests is not really to check correctness at t=0, which is low-value and can be done via other means. It is to avoid future breakages and to be able to make changes with confidence. Write your tests with this in mind.
— François Chollet (@fchollet) June 18, 2020
When I need to practice a new #rstats function (in this case, pivot_longer/pivot_wider) I use it in a few Stack Overflow answers
— David Robinson (@drob) June 18, 2020
Like #tidytuesday, SO is good at providing a stream of novel challenges pic.twitter.com/e1QrxHTIDO
Avoid Overfitting https://t.co/eZ2bbplYFn pic.twitter.com/yNerCfz8Ts
— Chris Albon (@chrisalbon) June 10, 2020
Image Segmentation: Tips and Tricks from 39 Kaggle Competitions | Neptune Blog https://t.co/5tdwIxgKPZ#AI #MachineLearning #DeepLearning #DataScience pic.twitter.com/pN31BreOmf
— Mike Tamir, PhD (@MikeTamir) June 7, 2020
If, like me, you suck at git but still want to make PRs to opensource projects, the contributing guide of Hugging Face transformers has you covered. Awesome detailed step-by-step process! 🔥🤗 https://t.co/oXpVG367hG
— Sylvain Gugger (@GuggerSylvain) June 4, 2020
Tips for Research and a PhD by @seb_ruder
— hardmaru (@hardmaru) May 27, 2020
TL;DR:
• Read broadly
• Work on 2 things
• Be ambitious
• Collaborate
• Be proactive
• Blog
• Keep a source of positive energy
• Play to your strengths
• Intern / visit a university
• Play the long game https://t.co/jk5wpzf9dB
TIL that If you typehttps://t.co/OT38A6XRmx
— Rafael Irizarry (@rafalab) May 19, 2020
in your browser's address bar, a new google doc starts up!
Works for https://t.co/PzkcsZN6mE https://t.co/SWsJAHiIOx https://t.co/qh3ghq1gzm https://t.co/pO1GIZWzhq as well.
It's been available for over a year.
#rstats "tip" of the day:
— David Robinson (@drob) May 18, 2020
You can use fct_reorder() and as.character() to reorder a date variable based on the y-axis
Congratulations- now you can get a job at @GaDPH pic.twitter.com/zD1zvOHGk5
how I write: always write for 1 person pic.twitter.com/am4TQnasGT
— 🔎Julia Evans🔍 (@b0rk) May 18, 2020
Projects are THE BEST way to pick up data science and applied machine learning, but choosing a project can be tough. If you’re stuck, I wrote this for you.https://t.co/tDJOP9li7Y
— Brandon Rohrer (@_brohrer_) May 16, 2020
