Blog-on-Digital-Transformation

Applying TensorFlow to Detect and Predict ...

October 14, 2016 | 1 Comment | Sophia Turol
Artificial neural networks can be used to mimic human analyst classifications and then applied to the data from remote-sensing satellites for wildfire prediction.

How TensorFlow Can Help to Perform Natural Language Processing ...

October 12, 2016 | 0 Comments | Sophia Turol
With TensorFlow APIs, one is able to accomplish such natural language processing tasks as word embedding, part-of-speech tagging, translation, etc.

Recurrent Neural Networks: Classifying Diagnoses with Long Short-Term ...

September 7, 2016 | 0 Comments | Sophia Turol
Learn about the challenges of training a recurrent neural network, such as vanishing gradients, and ways to address them with long short-term memory.

Under-the-Hood Mechanisms of Neural Networks with ...

September 1, 2016 | 0 Comments | Sophia Turol
Learn about the capabilities of convolutional and recurrent neural networks, their application to image captioning, as well as the implementation in TensorFlow.

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.

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.