The state of Machine Learning

Machine learning is all the rage these days and if your company is not in the conversation, perhaps you want to hear how trivago, BigML, Studio.ML, Udacity, AWS and Skymind put this technology to good use.

Also, if you thought machine learning and DevOps don’t mix well, think again. Last but not least, we recently talked about the importance of ethics education among developers so now it’s time to have the “how to develop ML responsibly” talk with you.

I wish you a happy reading!


Read it in the app

You can now read JAX Magazine and news with a smooth Epub reading experience, both on Apple and Android devices.
app store
google play

Inside this issue

A basic introduction to machine learning

Richard Gall

The rules of machine learning

Jane Elizabeth

Stack Overflow survey 2018: ML trends

Julia Silge

The state of machine learning in 2018

Maria Thomas

How to develop ML responsibly

Michal Gabrielczyk

Applying machine learning to DevOps

Prasanthi Korada

Does your company have a ML strategy?

Atakan Cetinsoy

Fitting models with AWS AI

Cyrus Vahid

Advanced automation features in Studio.ML

Peter Zhokov and Arshak Navruzyan

How ML ist changing the travel industry

Wilco van Duinkerken

Convolutional LSTM for ocean temperature

Briton Park

Why deep learning is an essential tool for devs

Mat Leonard

Open source and machine learning

Kayla Matthews

Top 5 machine learning libraries for Java

Jane Elizabeth

Deep learning for search: using Word2vec

Tommaso Teofili

“Code generators are becoming more sophisticated”

Interview with Jay Jay Billings

Diversity talk: “Connect and empower one another”

Interview with Sepideh Nasiri, Founder and CEO of Persian Women In Tech

The JAX Magazine app

You can now read JAX Magazine and on your tablet or mobile device, both on Apple and Android. Whether you’re offline or online, there’s nothing stopping your from reading the magazine at home, in the cafe or on the go.

Take your tech know-how to go

  • Page-turning tech trends: Browse all JAX Magazine issues in a smooth epub reading experience
  • Tech news: Read the latest tech news, tutorials and commentaries on
  • First issue free: Each digital issue costs as little as 0.99 cents and your first issue is free! A yearly subscription only costs 4.99
  • Bookmark your favourite posts and tutorials from the magazine or the newsfeed
  • Search across all content downloaded onto your device, including articles and whole editions of the magazine
  • Offline reading: Downloaded content is fully available offline, meaning you can read up on the latest IT tips, trends and news anywhere, anytime

Download the free app for Android or iOS devices

Tutorials, trends and tech know-how

JAX Magazine is the quintessential digital magazine for enterprise developers, offering features, tutorials and interviews on open source, JVM, JavaScript and countless other programming topics.

Packed full of know-how from international IT professionals, this bi-monthly magazine is designed for developers that want to expand their knowledge base and perform better in their projects. The JAX Magazine mission is to provide the best content in IT for a plethora of programming interests – written for and by developers.

JAX Magazine is always looking for contributing authors and developers to write about what they know and love to work on – we invite you to contact our editorial staff at