Blog-on-Digital-Transformation

Distributed TensorFlow and Classification of Time Series Data Using Neural ...

August 8, 2016 | 0 Comments | Sophia Turol
Learn about the advantages of deep learning technologies for the classification of time series data and the benefits of distributed TensorFlow for model training.

Learning Financial Data and Recognizing Images with TensorFlow and Neural ...

August 5, 2016 | 0 Comments | Sophia Turol
Explore how to employ advancements in the recurrent neural networks and TensorFlow to learn patterns in financial markets more efficiently.

Using the Dialog Service in IBM Watson—the Fox, Goose, and Bag of Beans ...

August 2, 2016 | 0 Comments | Stas Turlo
In this blog post, we demonstrate how to create a sample chatbot on the Watson platform to solve a classic river crossing puzzle.

Analyzing Text with the AlchemyLanguage Service in IBM ...

July 29, 2016 | 0 Comments | Stas Turlo
This tutorial explains step by step how to use the semantic analysis service on IBM Bluemix.

Learning Game Control Strategies with Deep Q-Networks and ...

After sufficient training, a model achieved better-than-human performance on the Pong games, demonstrating the potential of deep learning for high-level control.

Performance of Distributed TensorFlow: A Multi-Node and Multi-GPU ...

July 13, 2016 | 0 Comments | Altoros
This 20-page explores the performance of distributed TensorFlow in a multi-node and multi-GPU configuration, running on an Amazon EC2 cluster.

Using Multi-Threading to Build Neural Networks with TensorFlow and Apache ...

July 8, 2016 | 0 Comments | Sophia Turol
Learn about neural network hyperparameters, the efficiency of Apache Spark with TensorFlow, and distributed machine learning.

Using Convolutional Neural Networks and TensorFlow for Image ...

June 30, 2016 | 0 Comments | Sophia Turol
Learn how convolutional neural networks enhance image classification and visual search by making edge detection, pixel segmentation, etc. more efficient.

Using Recurrent Neural Networks and TensorFlow to Recognize ...

June 24, 2016 | 0 Comments | Sophia Turol
Learn how combining recurrent neural networks with TensorFlow can help in handwriting recognition, basic mathematical calculations, and sine wave modeling.

Experimenting with Deep Neural Networks for X-Ray Image ...

June 20, 2016 | 0 Comments | Sergey Kovalev
Learn how neural networks and deep learning frameworks such as Caffe can help with identifying diagnoses based on X-ray images.