Tutorials

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.

Deploying Services to Cloud Foundry Using Kubernetes: Less BOSH, More Freedom

June 6, 2018
Using Kubernetes to host services, developers can deploy services on Cloud Foundry without the need for BOSH releases.

Things That Matter When Building a Natural Language Chatbot

May 10, 2018
Chatbots help to automate communication, streamline operations, get customer feedback, etc. Below are some recommendations for building a chatbot.

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.

Configuring UAA to Provide a Single Entry Point for Kubernetes and Cloud Foundry

May 3, 2018
A part of the UAA service, OpenID Connect can be used to enable authentication and authorization for Kubernetes and minimize password security risks.

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.

Multi-Cluster Deployment Options for Apache Kafka: Pros and Cons

March 16, 2018
This blog post investigates three models of multi-cluster deployment for Apache Kafka—the stretched, active-passive, and active-active.

Building Recommenders with Multilayer Perceptron Using TensorFlow

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

Hidden Tricks of Jenkins to Bolster Continuous Integration on Pivotal Cloud Foundry

December 19, 2017
This blog post explores 'underestimated' features in Jenkins, such as plugins for generating, editing, and debugging code.
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