All posts by Sophie Turol

How NASA Uses Artificial Intelligence to Detect Exoplanets

October 10, 2018
There can be 40 billion stars potentially hosting human-like life. Learn how NASA uses transit techniques and machine learning to detect biohints on such stars.

Ansible Fabric Starter: Deploy Hyperledger Fabric to Multiple Instances

August 28, 2018
Altoros introduces a utility that allows for deploying a blockchain network to multiple instances with a configurable amount of organizations and channels.

DataOps: The Challenges of Operating a Machine Learning Model

August 24, 2018
This blog post highlights the challenges faced by data scientists at each step of the deep learning process, as well as overviews tools to resolve them.

Multimodal Sentiment Analysis with TensorFlow

August 22, 2018
A multimodal sentiment analysis poses an alternative to a conventional one, capable of processing text, visual, and audio data in a single workflow.

A Multitude of Kubernetes Deployment Tools: Kubespray, kops, and kubeadm

June 28, 2018
This article explores what each of the tools offers, how they differ, and which scenarios they fit—providing some recommendations on using Kubespray.

Three Approaches to Testing and Validating TensorFlow Code

June 14, 2018
Read about some assertion methods that may help to validate data shapes, graph structures, and numerical calculations of the TensorFlow code.

Natural Language Processing Saves Businesses Millions of Dollars

May 14, 2018
Here, we overview some scenarios and the means of machine learning that help to automate operations, enable time efficiency, cut overhead costs, etc.

Approaches and Models for Applying Natural Language Processing

May 4, 2018
Natural language processing is actively used to recognize patterns, make predictions, produce content, reconstruct 3D models, etc.

Analyzing Satellite Imagery with TensorFlow to Automate Insurance Underwriting

April 26, 2018
Paired with image classification models, TensorFlow can help to analyze satellite / aerial / street view imagery of buildings to deliver risk-related details of property.

Kubeflow: Automating Deployment of TensorFlow Models on Kubernetes

April 6, 2018
Learn how the Kubeflow project facilitates deployment of TensorFlow-based models locally, on premises, or in the cloud.
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