Monday, June 27, 2022

Deep Learning

Traditional machine learning used handwritten feature extraction and modality-specific machine learning algorithms to label images or recognize voices. However, this method has several drawbacks in both time-to-solution and accuracy. Today’s advanced deep neural networks use...

Algorithmic Bias is Real and Pervasive. Here’s How You Solve It.

By Robin Bordoli, CEO, CrowdFlower A few months back, I found myself in one of those big electronics stores that are rapidly becoming extinct. I don't remember exactly why I was there, but I remember...

AI Customer Targeting Levels – From Customer Segmentation to Recommendation Systems

Every time you watch a film Netflix has suggested or buy a “similar product” on Amazon, it is a personalized recommendation. Can you make such recommendations work for your business as well? Currently there are...

Avoiding Complexity of Machine Learning Problems

Today, more and more products and engineering teams rely on machine learning (referred to as ML through out this blog post). The abundance of open source tools and libraries also makes it much easier...

H2O makes deal with NVIDIA to speed machine learning on GPUs

H2O.ai, supplier of an open source AI platform aimed at helping businesses deploy deep learning to solve complex problems, has announced a partnership with NVIDIA, the GPU processing company, to optimize its products on...

People.ai Focuses on Sales Operations with Machine Learning

People.ai, a company bringing machine learning algorithms to sales operations, is emerging from stealth. The platform uses machine learning tech to give sales reps what it calls a predictive playbook on how to close deals based...

Machine Learning is Cutting the Cost of Fixing Flint’s Water Crisis

The water crisis in Flint, Michigan highlights a number of serious problems: a public health outbreak, inadequate urban infrastructure, environmental injustice and political failures. But when it comes to recovery, the central challenge, and one that...

AMD unveils ‘Radeon Instinct’: GPUs for deep learning, open AI software

AMD has unveiled a new GPU, the Radeon Instinct, but it’s not for gaming. The Instinct is designed for high-performance machine learning, and uses a brand new open-source library for GPU accelerators called MIOpen. Together,...

How Google’s AI Viewed the Move No Human Could Understand

The move didn’t make sense to the humans packed into the sixth floor of Seoul’s Four Seasons hotel. But the Google machine saw it quite differently. The machine knew the move wouldn’t make sense...

Apple’s AI Strategy, For Better or Worse, Stands Apart From the Rest of Big...

Apple's artificial intelligence strategy continues to be focused on running workloads locally on devices, rather than relying heavily on cloud-based resources, as competitors Google, Amazon, and Microsoft do. While this fits in with Apple's core business -- selling...






Deep Learning