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All posts by Sophia Turol

Multimodal Sentiment Analysis with TensorFlow

August 22, 2018 | 0 Comments | Sophia Turol
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 | 0 Comments | Sophie Turol...
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 | 0 Comments | Sophia Turol
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 | 0 Comments | Sophie Turol
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 | 0 Comments | Sophia Turol
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 | 0 Comments | Sophia Turol
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 | 0 Comments | Sophia Turol
Learn how the Kubeflow project facilitates deployment of TensorFlow-based models locally, on premises, or in the cloud.

Building Recommenders with Multilayer Perceptron Using TensorFlow

March 5, 2018 | 0 Comments | Sophia Turol
This blog post explores the techniques to improve recommendations using matrix factorization, multilayer perceptron, negative sampling, etc. with TensorFlow.

Automotive Insurance with TensorFlow: Estimating Damage / Repair Costs

February 28, 2018 | 4 Comments | Sophia Turol
Learn how AI tools, such as TensorFlow and Keras, can help insurers to automate damage assessment and avoid overcharging by a car parts supplier.

The Ecosystem of PCF Tiles: Easier Deployment and Upgrades

September 19, 2017 | 0 Comments | Sophie Turol...
Need to bind Cassandra, Jenkins, or some other services to your Pivotal Cloud Foundry deployment? Find out how PCF tiles work to help you out.
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