machine learning Archives

se-stackoverflow January 28, 2022

Using synthetic data to power machine learning while protecting user privacy

On this episode, we talk to John Myers, CTO and cofounder of Gretel, a company that provides synthetic data for training machine learning models without exposing any of their customers personally identifiable information.

Ryan Donovan

code-for-a-living November 15, 2021

Building a QA process for your deep learning pipeline in practice

Deep learning models still need testing, but many of the common testing approaches don't apply. But with the right methods, you can still make sure your pipeline produces good results.

Tobias Kupek

code-for-a-living June 14, 2021

Let’s enhance: use Intel AI to increase image resolution in this demo

Across alien epics and procedural crime dramas, detectives and truth seekers have repeated the mantra: zoom and enhance. It’s passed into popular culture as a much-beloved meme, but in recent years, machine learning has increasingly made this fiction trope into an accessible reality. And we've got the demo to prove it.

Raymond Lo

code-for-a-living October 12, 2020

How to put machine learning models into production

The goal of building a machine learning model is to solve a problem, and a machine learning model can only do so when it is in production and actively in use by consumers. As such, model deployment is as important as model building.

Rising Odegua

code-for-a-living August 14, 2019

CROKAGE: A New Way to Search Stack Overflow

One of the most powerful attributes of Stack Overflow (SO) is the accumulation of developers’ knowledge over time. Community members have contributed more than 18 million questions and 27 million answers. When a developer is stuck on a coding problem, they search through this vast trove of information to see if a solution to their…

Ben Popper Director of Content

for-work July 23, 2019

Power of Babble – How Primer AI is mining valuable insights from a deluge of documentation

There is an astounding amount of new text produced every day. Millions of daily news articles, blog posts, and social media make up a vast trove of documents that would take the average person a lifetime to read. How can anyone stay on top of this river of new information? More importantly, how can you…

Ben Popper Director of Content

code-for-a-living June 20, 2019

Knowledge Engineering: Intuit’s Chief Innovation Officer Explains Their Approach to AI

We are entering a new era in artificial intelligence, one where exciting breakthroughs seem to arrive every week. But the roots of today’s AI revolution actually date back many decades. So what changed? The catalyst for the recent advances is the fact that these techniques can now leverage unprecedented amounts of data and computing horsepower.…

Ben Popper Director of Content