Systems | Development | Analytics | API | Testing

The way people consume data is changing

There's been a lot of discussion around the proliferation of data sources in organizations, and for good reason. There are so many ways to consume data now. When I first started working we would send out paper reports. Then Excel came along and we started sending out spreadsheets. Then organizations tried to control things a bit more, so dashboards were created. While there are more new channels to receive data, none of the older ones have become obsolete.

The Hole Story and Bias in AI

AI and its enabled tools continue to enthrall business with its promise of efficiency and innovation. But, one of the things AI is also clearly enabling is the bias. We’ve all read the news and heard the scaremongering stories around potential flaws and biases in Artificial Intelligence systems. I believe for this technology to reach its full potential, addressing bias will need to be a top priority.

Transfer Learning for Natural Language Processing (NLP)

Cloudera Fast Forward Labs’ latest applied machine learning research report is about boosting natural language processing (NLP) with transfer learning. Organizations large and small have volumes of valuable data stored as free-form text yet the scale of data combined with the complexities of language processing makes using it to drive insight and automation a challenge.

Advances in Deep Learning for Image Analysis

Cloudera Fast Forward Labs’ latest applied machine learning research report focuses on advancements in Deep Learning for Image Analysis. Research and commercial interest in deep learning has exploded in the last five years, driving remarkable advancements across applications including medical imaging, autonomous vehicles, news and media (including manipulation), and art.