Blog-on-Digital-Transformation

All posts by Sophia Turol

An MSP Provider Builds a Cross-IaaS Management Platform with IBM Bluemix

March 10, 2017 | 0 Comments | Sophie Turol...
Unigma, a managed infrastructure services provider (MSP), recently delivered a cloud platform for unifying infrastructure operations. The company relied on Altoros and IBM Bluemix to accelerate the process.

Optical Character Recognition with One-Shot Learning, RNN, and TensorFlow

March 9, 2017 | 5 Comments | Sophia Turol
Straightforwardly coded into Keras on top TensorFlow, a one-shot mechanism enables token extraction to pluck out information of interest from a data source.

Enabling Multilingual Neural Machine Translation with TensorFlow

March 2, 2017 | 0 Comments | Sophia Turol
The TensorFlow ecosystem offers an array of software patterns that can add value to a AI-based project. The question is to identify the one that will work.

TensorFlow for Manufacturers: Building a 3D Rendering Engine

January 31, 2017 | 1 Comment | Sophia Turol
With TensorFlow code samples, this blog post breaks down the process of polygonization used to build graphic applications, such as rendering engines.

Hyperledger Fabric v1.0 to Bring Improved Transactions and a Pluggable Data Store

January 27, 2017 | 0 Comments | Sophia Turol...
Scheduled for March 2017, Hyperledger Fabric v1.0 is supposed to eliminate the existing confidentiality constraints, introduce a pluggable data store, and boost scalability. The next-generation consensus protocol is under consideration, too.

Using Machine Learning and TensorFlow to Recognize Traffic Signs

December 16, 2016 | 0 Comments | Sophia Turol
Using neural networks, road signs can be recognized right on the go while driving a car.

The Diversity of TensorFlow: Wrappers, GPUs, Generative Adversarial Networks, etc.

December 14, 2016 | 0 Comments | Sophia Turol
Enjoying its popularity, TensorFlow is now used in a variety of areas (e.g., to style images or automate cucumber sorting).

Analyzing Text and Generating Content with Neural Networks and TensorFlow

December 2, 2016 | 0 Comments | Sophia Turol
Learn how word embeddings help convolutional networks to classify text in e-mails and social media posts, as well as how content can be generated with TensorFlow.

Automating a Customer Service with Chatbots and Neural Networks

November 24, 2016 | 0 Comments | Sophia Turol
Learn how natural language processing can help in automating e-commerce and customer services, as well as how to train a network with TensorFlow and TFLearn.

What Is Behind Deep Reinforcement Learning and Transfer Learning with TensorFlow?

November 9, 2016 | 0 Comments | Sophia Turol
This blog post discusses deep reinforcement learning, the use of artificial neurons in TensorFlow, as well as training a model with little data through transfer learning.
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