TensorFlow.js Workshop


Duration: 180 mins
Brian Sletten
Forward Leaning Software Engineer

The numerics of machine learning seem like the least likely thing you would expect to run in a browser. TensorFlow.js provides exactly that. This Javascript implementation of the TensorFlow APIs is backed by GPU-accelerated WebGL, WebAssembly and the optimizations available to modern Javascript engines.

Now, as our production systems become more distributed geographically, we can push some ML capabilities to the edge.

Imagine:

  • Reusing existing models in distributed and decentralized architectures
  • Image and object detection from local video streams
  • Event classification from IoT-based sensors
  • Interact with WebAssembly-optimized code on all browsers and platforms
  • Natural Language Processing of user text and audio

You may also be interested in

180 mins
Modern Software Development

Our industry never stops changing, but sometimes those changes are trivial and fluffy and we can ignore them. Sometimes they...

50 mins
All That Glitters Ain't Gold

Let’s use Kafka, everywhere! Let’s try event driven architecture! How about Rust for this service? Let’s use Elixir for this!...

50 mins
Systems Thinking

Albert Einstein once said — “We cannot solve our problems with the same thinking we used when we created them.” As...

50 mins
10x productivity for Developers and Architects

Productivity is key to success in software development. We will be exploring different principles, so you do not have to...

25 mins
Fostering Chaos Engineering Culture

In a digital world, users seek convenience when interacting with a business. Hence, it is imperative for businesses to make...

50 mins
Do You Know Da Wae

We build development teams based on individual ability to write code but development of a software project of any significance...