Menu
Why Microsoft’s data chief thinks current machine learning tools are like tailored shirts

Why Microsoft’s data chief thinks current machine learning tools are like tailored shirts

A marketplace for intelligent APIs will bring 'mass production' to machine learning and data science

Joseph Sirosh

Joseph Sirosh

When Microsoft's data chief thinks about the future, he sees a world where developers create applications that leverage machine learning and predictive analytics without needing the help of a data scientist.

Joseph Sirosh, the corporate vice president in charge of Microsoft's Data group, likens the current state of machine learning tools to an age decades ago when people bought tailored shirts. In a similar way that mass manufacturing now lets people grab a shirt off the rack, he says a similar transition is coming to application development.

In an on-stage interview at the Structure conference in San Francisco Wednesday, Sirosh touted a vision of a marketplace for finished tools that developers can plug into apps to provide intelligent capabilities like speech recognition, facial recognition, forecasting and more.

"In the future, there will be a large, enormous selection of finished, intelligent APIs in the cloud," Sirosh said.

Much like Apple's App Store, a marketplace would allow developers to find the best tools for an application and plug them in, without going to the trouble of hiring data scientists and building their own machine learning models.

Such a marketplace could come with pitfalls. The provider of those tools will have to provide some guarantee of availability, stability and security for the APIs, since applications will rely on their continued availability.

There's also the matter of pricing. How can companies know that they're getting a good deal for futuristic capabilities? In theory, that's where a marketplace should help. When there are multiple developers creating the same or similar tools, they'll compete with one another on pricing and features.

For instance, three different voice recognition service providers can offer similar services and compete on price to draw users.

Such a marketplace might not be as far off as it seems. Microsoft already offers tools to help make applications more intelligent through its Project Oxford suite, which offers APIs that detect faces, voices and more. And IBM offers several of its Watson artificial intelligence APIs as cloud services for developers to build applications.

Read more: Volvo works with Microsoft on next generation automotive technologies

Follow Us

Join the New Zealand Reseller News newsletter!

Error: Please check your email address.

Tags data analyticsMicrosoftmachine learning

Featured

Slideshows

Tight lines as Hooked on Lenovo catches up at Great Barrier Island

Tight lines as Hooked on Lenovo catches up at Great Barrier Island

​Ingram Micro’s Hooked on Lenovo incentive programme recently rewarded 28 of New Zealand's top performing resellers with a full-on fishing trip at Great Barrier Island for the third year​ in a row.

Tight lines as Hooked on Lenovo catches up at Great Barrier Island
Inside the AWS Summit in Sydney

Inside the AWS Summit in Sydney

As the dust settles on the 2017 AWS Summit in Sydney, ARN looks back an action packed two-day event, covering global keynote presentations, 80 breakout sessions on the latest technology solutions, and channel focused tracks involving local cloud stories and insights.

Inside the AWS Summit in Sydney
Channel tees off on the North Shore as Ingram Micro hosts annual Cure Kids Charity golf day

Channel tees off on the North Shore as Ingram Micro hosts annual Cure Kids Charity golf day

Ingram Micro hosted its third annual Cure Kids Charity Golf Tournament at the North Shore Golf Club in Auckland. In total, 131 resellers, vendors and Ingram Micro suppliers enjoyed a round of golf consisting of challenges on each of the 18 sponsored holes, with Team Philips taking out the top honours.

Channel tees off on the North Shore as Ingram Micro hosts annual Cure Kids Charity golf day
Show Comments