Online or onsite, instructor-led live Apache SINGA training courses demonstrate through interactive discussion and hands-on practice the fundamentals and advanced topics of Apache SINGA.
Apache SINGA training is available as "online live training" or "onsite live training". Online live training (aka "remote live training") is carried out by way of an interactive, remote desktop. Onsite live Apache SINGA trainings in Surrey can be carried out locally on customer premises or in NobleProg corporate training centers.
NobleProg -- Your Local Training Provider
Surrey - King Cross
7404 King George Blvd, Surrey, Canada, V3W 1N6
In one of Canada's fastest growing major cities, our King's Cross business centre is a practical place to do business in Surr...
In one of Canada's fastest growing major cities, our King's Cross business centre is a practical place to do business in Surrey. As well as on-site businesses from banking, insurance and beyond, regular bus links and the King George Boulevard offer fast, convenient connections to the city centre. Newton Exchange the main bus hub connecting to south Surrey the lower main land is but a block away.
King's Cross is a popular mixed-use community site, home to coffee shops, retailers and fast food - ideal for breaks or informal meetings. And with heavy footfall and visibility from the highway, it combines the exposure you'd expect from a city centre with the convenience of an out of town location.
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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