At ReactiveConf 2019 Richard Feldman ponders what technologies and trends will dominate the web development in 2020 and 2025?
Learn how to make an Alexa Skill in this programming tutorial.
Not that long ago, Machine Learning was something you did on specialized high performance hardware with specialized languages.
Well, laugh no more.
Running Machine Learning applications on the web browser is one of the hottest trends in software development right now. Many notable machine learning projects are being built with Tensorflow.js. It is one of the most popular frameworks for building performant machine learning applications that run smoothly in a web browser.
By the end of this video you will have fully functional real time face detection on your site which can be used with any webcam or phone camera.
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!
Slideshow for this video:
What makes this language loathed and loved so much around the world?
Maybe it’s because it’s a lot of different ideas put into one language.
- Interpreted or JIT Compiled
- Dynamic Language
- with a non-blocking event loop
- And a partridge in a pear tree
Ok, I made the last one up, but watch the video for a good explanation of the “assembly language of the web.”
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: