Suparna Dutt DCunha, Associate Editor at Vibe Projects, Publishers of Martechvibe and Datatechvibe wrote on Why Does Your Business Need AutoML?. The article is an overview about AutoML tools and how these tools democratize AI and help companies to save time, reduce errors, reduce the skill gap, Improve scalability, and increase productivity.

Google CEO Sundar Pichai and Professor Ioannis Tsamardinos, CEO at JADBio, share their knowledge, talk about Automated Machine Learning and how AutoML tools democratize AI, and changing the way businesses approach ML problems due to its many benefits.

Today, these are handcrafted by machine learning scientists, and literally, only a few thousands of scientists around the world can do this,” said Pichai, briefly name-checking AutoML, at a launch event for smartphones in 2017. “We want to enable hundreds of thousands of developers to be able to do it.

Sundar Pichai, CEO of Google and Alphabet

AutoML drastically boosts productivity in building complex machine learning models in healthcare. Only 0.5 per cent of the global data are ever analysed; in healthcare, this implies missed opportunities to save lives and learn new medicine.

Ioannis Tsamardinos, CEO and co-founder at JADBio

The article presents a great number of AutoML tools like that automate some or all steps of the ML process, such as Data pre-processing, Feature engineering, Feature extraction, Feature selection, Algorithm selection and hyperparameter optimisation. Google AutoML, JADBio, DeepMind, Amazon SageMaker Autopilot, Microsoft AutoML, DataRobot, are some of the tools mentioned in this article.

Read the full article at DataTechVibe

---