Posts Tagged ‘TensorFlow’

TensorFlow.js: Deploying and Training Machine Learning Models Right in a Browser

October 9, 2018
With this open-source library, users can build, train, test, and run machine learning models entirely in a web browser or under Node.js.

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.

What It Takes to Build and Train Neural Networks for Autonomous Vehicles

June 22, 2018
This blog post explores how much data and what computational powers are needed to reach a sufficient accuracy of a machine learning model.

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.

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.

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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