MLPs (Multi-Layer Perceptrons) are great for many classification and regression tasks, but it is hard for MLPs to do classification and regression on sequences. In this code tutorial, a GRU is implemented in TensorFlow. Introduction A sequence is an ordered set of items and sequences appear everywhere. In the stock market, the closing price is a sequence. Here, time is the … [Read more...] about How to Perform a GRU Implementation in TensorFlow
Artificial Intelligence
The Power of Artificial Intelligence to Revolutionize the Oil & Gas Industry
Global oil supply appears comfortable for the next three years, but according to Market Report Series: Oil 2017, growth slows considerably after that. To keep pace with demand after 2020 means getting caught up with 21st-century technology immediately. The oil and gas industry has long leveraged innovation, namely when it comes to drilling, but business intelligence … [Read more...] about The Power of Artificial Intelligence to Revolutionize the Oil & Gas Industry
From Tether to Integrate: Looking at How Smart Cars Connect
A majority of car manufacturers today have a model of connected car. How these cars communicate with their environment, however, is evolving per manufacturer and with time; first generation BMW smart cars once embedded its own SIM card to power basic connectivity functions like emergency calling, navigation, infotainment apps, and remote vehicular data access; now, like other … [Read more...] about From Tether to Integrate: Looking at How Smart Cars Connect
How Artificial Intelligence Could Change the Medical Field
Recruiting within Data Science and having a partner who is a Surgeon got me thinking about the advances in medicine, and after a lengthy discussion I thought I'd share some of my learnings. There is no doubt that advancement in science and technology has affected every aspect of human endeavor. Processes and procedures are being replaced with software, apps and the likes at … [Read more...] about How Artificial Intelligence Could Change the Medical Field
AI & Big Data Leaders Summit
The AI & Big Data Leaders Summit lands in Singapore this October 31 & November 1. Join us for 2 days of Keynotes, Panels, Workshops and more as we look to dissect and discuss the effects of AI on business and how big data continues to support business growth and strategies moving forward. What to Expect? Speakers - A lineup of 20+ global and regional leading … [Read more...] about AI & Big Data Leaders Summit
