Wednesday, Feb 28 2018

Google is Ready to Automate AI and Machine Learning

Written by

Machine Learning

 

Artificial intelligence (AI) and machine learning have taken the business world by storm, with more and more companies becoming interested in how they can integrate these technologies into their operations so they can experience the benefits for themselves. However, there are a limited number of skilled professionals available to support these emerging systems.

 

While the high level of demand is excellent for AI specialists, it leaves companies struggling to find the skilled workers they need to reach their technology goals. But Google is releasing a solution that may make AI and machine learning technologies more accessible to businesses.

 

Say Hello to Cloud AutoML

Google has begun rolling out Cloud AutoML, a solution focused on automating the creation of machine learning models, to help bring the emerging technologies to the masses. The first product in the release, Cloud AutoML Vision, provides developers with an easy to use, drag and drop interface, allowing them to craft image recognition models with greater ease.

 

According to the company, the system allows organizations to experience more accurate results, when compared to generic machine learning APIs, which can easily be considered a significant benefit for businesses looking to implement the technology.

 

 

It should be noted that the Cloud AutoML platform is still in the Alpha phase of development, so growing pains are likely as Google works to iron out the kinks in the technology. However, it represents a potentially significant step forward, even if there is still work to be done to make it viable on a larger scale.

 

Additionally, the question as to whether something as inherently complex as AI and machine learning can be automated, a point that is particularly relevant should the technology be added to critical systems. But, if it is deemed a success, it could signal the beginning of a revolution in the field, encouraging more firms to explore the associated possibilities and giving companies a new approach that can help them overcome skill gaps in their teams.

 

Will AI and Machine Learning Specialists Still be Relevant?

While the idea of an automated or simplified approach is enticing, most companies would be wise to maintain an AI or machine learning specialist on their staff, particularly as the technology still has a long way to go before it can be deemed suitable for all situations. In the meantime, working with experienced professionals will continue to be the norm, even as Cloud AutoML exits Alpha, or even Beta, as businesses will need to learn what the solutions can and cannot do effectively.

 

If you are interested in hiring an AI or machine learning specialist to join your team, the professionals at The Armada Group can connect you with some of today’s top talent. Contact us to speak with one of our skilled recruiters today and see how our services can help you achieve your AI and machine learning implementation and support goals.