Blog-on-Digital-Transformation

All posts by Sophia Turol

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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.
 

Cloud Foundry Service Broker for GCP: What’s in It for Machine Learning?

July 17, 2017 | 0 Comments | Sophia Turol
A Cloud Foundry service broker for Google Cloud Platform enabled developers to access a variety of APIs and services. This session reviews some of them.
 

TensorFlow for Recommendation Engines and Customer Feedback Analysis

June 28, 2017 | 0 Comments | Sophia Turol
Learn how TensorFlow and Google Cloud Machine Learning help to find and recommend products, as well as analyze customer feedback in e-commerce.
 

Adopting TensorFlow for Manufacturing and Industrial Internet of Things

June 23, 2017 | 0 Comments | Sophia Turol
At TensorBeat 2017, a panel revealed the reasons behind TensorFlow adoption, exemplified real-life scenarios, and questioned the future of data.
 

Logical Graphs: Native Control Flow Operations in TensorFlow

June 22, 2017 | 0 Comments | Sophia Turol
This blog post explains how to create graphs with built-in logical branching structure so as to avoid extra complexity of the Python code.
 

Building a Chatbot with TensorFlow and Keras

June 13, 2017 | 0 Comments | Sophia Turol
This blog post overviews the challenges of building a chatbot, which tools help to resolve them, and tips on training a model and improving prediction results.
 

TensorFlow for Foreign Exchange Market: Analyzing Time-Series Data

June 9, 2017 | 0 Comments | Sophia Turol
This blog post features some insights on building a generative model for financial time-series data and implementing it with TensorFlow.
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