Siraj Raval just posted this video on defending AI against adversarial attacks
Machine Learning technology isn’t perfect, it’s vulnerable to many different types of attacks! In this episode, I’ll explain 2 common types of attacks and 2 common types of defenses using various code demos from across the Web. There’s some really dope mathematics involved with adversarial attacks, and it was a lot of fun reading about the ‘cat and mouse’ game between new attack techniques, followed by new defense techniques. I encourage anyone new to the field who finds this stuff interesting to learn more about it. I definitely plan to. Let’s look into some math, code, and examples. Enjoy!
In this talk from JSConf Hawaii, Brie Bunge talks about the process AirBnB went through to adopt TypeScript throughout their organization.
Machine learning is no longer just for data science whiz kids. Now, front end developers need to have a basic handle on this technology. Here’s a great talk by Charlie Gerard on “Practical Machine Learning for Front End Developers.”
From the abstract:
What does Azure DevOps have to do with generators, Captain Kirk, and ponies? Where can you get therapy for your VB 6 scars? Why don’t Angular, React, and Vue developers have a cool logo like docker? How can you automate your development pipeline using whatever tools you want with Azure DevOps? We turn to the triple amazing Donovan Brown to lay this all out.