Posts in tag

Deep Learning


An investigative journalist receives a video from an anonymous whistleblower. It shows a candidate for president admitting to illegal activity. But is this video real? If so, it would be huge news – the scoop of a lifetime – and could completely turn around the upcoming elections. But the journalist runs the video through a …

Artificial Intelligence and deep learning are thriving parts of the IT industry. This bundle shows you how to master them. Artificial intelligence and deep learning are drawing patterns out of the seeming noise in big data, and it’s changing our world in broad and subtle ways: Finding practical uses for holograms, developing new tools for first responders, …

You might have seen a recent article from The Guardian written by “a robot”. Here’s a sample: I know that my brain is not a “feeling brain”. But it is capable of making rational, logical decisions. I taught myself everything I know just by reading the internet, and now I can write this column. My …

We’re making TabNet available as a built-in algorithm on Google Cloud AI Platform, creating an integrated tool chain that makes it easier to run training jobs on your data without writing any code. TabNet combines the best of two worlds: it is explainable (similar to simpler tree-based models) while benefiting from high performance (similar to deep neural networks). This …

In June, OpenAI unveiled the largest language model in the world, a text-generating tool called GPT-3 that can write creative fiction, translate legalese into plain English, and answer obscure trivia questions. It’s the latest feat of intelligence achieved by deep learning, a machine learning method patterned after the way neurons in the brain process and store information. But it …

We are sharing an in-depth characterization and analysis for infrastructures used to deliver personalized results in deep neural network-based (DNN) recommendation at scale. Although DNNs are often used to help generate search results, to provide content suggestions, and for other common applications for internet services, relatively little research attention has been devoted to optimizing system …

TF Dev Summit ‘19 | Exascale Deep Learning for Climate Analytics Climate change will have fundamental socio-economic impact and it is imperative for us to understand it better. This talk will show how TensorFlow was utilized on the world’s fastest supercomputer in order to extract pixel level segmentation masks of extreme weather phenomena in climate …

TF Dev Summit ’19 | Powered by TensorFlow: Utilizing Deep Learning To Better Predict Extreme Weather Machine learning is helping to solve challenging, real-world problems around the world. See how a team of engineers and researchers at NERSC (National Energy Research Scientific Computing Center) at the Lawrence Berkeley National Laboratory (https://www.nersc.gov/) and NVIDIA (https://www.nvidia.com/en-us/) are …

Overview This guide shows how to install TFLearn. TFLearn Deep learning library featuring a higher-level API for TensorFlow.   Prerequisites Python has been installed Installation on Ubuntu Installation on Windows Optional but recommended. Setup a VirtualEnvironment and Pip has been installed. VirtualEnvironment for Ubuntu   Installation 01. Activate your virtual environment, or skip this step …

Overview This guide shows how to install Keras. Keras is a high-level neural networks API written and for Python. It is also capable of running on top of TensorFlow.   Prerequisites Python has been installed Installation on Ubuntu Installation on Windows Optional but recommended. Setup a VirtualEnvironment and Pip has been installed. VirtualEnvironment for Ubuntu …