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Analytics Dispatch 10/22/2018
Seeing isn't believing
THAT'S A LOTTA DATA
Election integrity data archive
Twitter published the full dataset of 9 million tweets from Russian troll farms and 1 million tweets from Iranian ones. Unbox your 8TB drive and get crackin'. - Twitter
Training Neural Nets on Larger Batches: Practical Tips for 1-GPU, Multi-GPU & Distributed setups
How can you train your model on large batches when your GPU can’t hold more than a few samples? Let's find out. - Hugging Face
HOW WAS YOUR SUMMER?
From Data to Action With Airbnb Plus
A peek into the lives of Airbnb Data Science interns. Particularly interesting is the explanation of Airbnb's three data science tracks: Analytics, Algorithms, and Inference. - Airbnb Engineering & Data Science
Deepfake Videos Are Getting Real and That's a Problem
Changing photos used to be tedious and time-consuming. Fast-forward to now: nearly anyone can use deep learning and AI to generate incredibly realistic “fake videos”—President Obama saying something he never said, for instance. - The Wall Street Journal
AND... WE'RE LIVE!
What is Production?
“While there are good reasons to be careful whenever you make changes that could impact customers, I believe that as software becomes more data-driven it is critical to find safe ways to empower Analytics teams to build and deploy data-driven applications.” - Locally Optimistic