Google AutoML

AutoKeras: The Killer of Google’s AutoML

Towards Data Science

Google AI has finally released the beta version of AutoML, a service that some are saying will change the way we do deep learning entirely. Google’s AutoML is a new cloud software suite of Machine…

AutoML and Big Data

Towards Data Science

Cloud AutoML is a part of the Google Cloud Platform. AutoML delivers impressive image classification results without any mathematical or technical background knowledge. For image data under 40 GB…

A performance benchmark of Google AutoML Vision using Fashion-MNIST

Towards Data Science

Google AutoML Vision is a state-of-the-art cloud service from Google that is able to build deep learning models for image recognition completely fully automated and from scratch. In this post, Google…...

Build your own AutoML Text Classification using Spacy & Firebase (Part 1)

Level Up Coding

AutoML is a fantastic suite of products from Google that lowers the barrier to entry for those wanting to make use of machine learning (ML). It allows you to upload a dataset and it will take care of…...

AutoML Using MLJar

Python in Plain English

As the field of data science continues to progress, there are a plethora of tools continuously being created that allow data scientists to make their workflows as efficient as possible. AutoML is one ...

AutoML and the Future of Data Science

Towards Data Science

If you’re reading this, you likely already know what AutoML, or Automated Machine Learning, is. It’s a tool built by Google to automate the full machine learning pipeline, and Microsoft and Amazon…

The AutoML Dilemma

Towards Data Science

An Infrastructure Engineer’s Perspective Photo by Fabrizio Conti on Unsplash AutoML has been a hot topic for the past few years. The hype has been built up so high, even with the ambition to replace ...

Can you trust AutoML?

Analytics Vidhya

Automated Machine Learning, or AutoML, promises to automate the machine learning process end-to-end. It is a fast-rising, ultra-hot sub-field of machine learning and data science. AutoML platforms…

AutoGluon: Deep Learning AutoML

Towards Data Science

AutoGluon is a new open source AutoML library that automates deep learning, providing state-of-the-art results for image, text, and tabular.

Google Cloud AutoML Vision for Medical Image Classification

Towards Data Science

Google Cloud AutoML Vision simplifies the creation of custom vision models for image recognition use-cases. The concepts of neural architecture search and transfer learning are used under the hood to…...

Building a Deployable Jira Bug Classification Engine using Google AutoML

Towards Data Science

Author’s note: I chose this picture as one of the takeaways from this exercise was how complex AutoML is under the hood but Google has done such a great job of making things simple. The various…

Classify Dogs and Cats with Google AutoML

Towards Data Science

This is my first project with Google Auto ML and I was very curious to try it out because I have seen a lot of interesting post here on Medium about it. For example I suggest you to read this very…