Apache SINGA Training Courses

SINGA is a general distributed deep learning platform for training big deep learning models over large datasets.

Apache SINGA Course Outlines

Code Name Duration Overview
singa Mastering Apache SINGA 21 hours SINGA is a general distributed deep learning platform for training big deep learning models over large datasets. It is designed with an intuitive programming model based on the layer abstraction. A variety of popular deep learning models are supported, namely feed-forward models including convolutional neural networks (CNN), energy models like restricted Boltzmann machine (RBM), and recurrent neural networks (RNN). Many built-in layers are provided for users. SINGA architecture is sufficiently flexible to run synchronous, asynchronous and hybrid training frameworks. SINGA also supports different neural net partitioning schemes to parallelize the training of large models, namely partitioning on batch dimension, feature dimension or hybrid partitioning. Audience This course is directed at researchers, engineers and developers seeking to utilize Apache SINGA as a deep learning framework. After completing this course, delegates will: understand SINGA’s structure and deployment mechanisms be able to carry out installation / production environment / architecture tasks and configuration be able to assess code quality, perform debugging, monitoring be able to implement advanced production like training models, embedding terms, building graphs and logging  
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Course Discounts

Course Venue Course Date Course Price [Remote / Classroom]
Advanced R Programming Hamburg Tue, 2018-01-30 09:30 891EUR / 1241EUR
PHP Patterns and Refactoring München Mon, 2018-03-26 09:30 3812EUR / 4462EUR
Introduction to Machine Learning Nürnberg Wed, 2018-04-04 09:30 891EUR / 1241EUR
Drupal and Solr Stuttgart Thu, 2018-05-17 09:30 2457EUR / 2957EUR
Data Mining with R Bremen Wed, 2018-06-20 09:30 1854EUR / 2354EUR
Linux LPI LPIC-1 Exam 101 Preparation Köln Tue, 2018-07-03 09:30 1872EUR / 2372EUR

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