Apache SINGA Training in Jersey, CI

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

St Helier, Jersey, Channel Isles

Digital Jersey Hub
Block 3, The Forum, Grenville Street
St Helier JE2 4UF
Jersey
JE
St Helier, Jersey, Channel Isles
Business Hours Monday-Friday: 8:30am – 6pm Phone 01534 828 585 01534 828 587 Facilities: The Hub is equipped with free Gigabit Wi-Fi. Breakout Zone This is a...Read more

Apache SINGA Course Events - Jersey, CI

No Course Events scheduled for this location at the moment.
Please choose a different location or Request a Date >>

Course Outlines

Code Name Duration Outline
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

 

Introduction

Installation

Quick Start

Programming

  • NeuralNet
    • Layer
    • Param
  • TrainOneBatch
  • Updater 

Distributed Training

Data Preparation

Checkpoint and Resume

Python Binding

Performance test and Feature extraction

Training on GPU

Examples

  • Feed-forward models
    • CNN
    • MLP
  • RBM + Auto-encoder
  • Vanilla RNN for language modelling
  • Char-RNN

Other regions

Apache SINGA training courses in Jersey, CI, Weekend Apache SINGA courses in Jersey, CI, Evening Apache SINGA training in Jersey, CI, Apache SINGA instructor-led in Jersey, CI , Apache SINGA one on one training in Jersey, Apache SINGA coaching in Jersey, CI, CI, CI, Apache SINGA trainer in Jersey, CI, Apache SINGA private courses in Jersey, CI, CI, Apache SINGA on-site in Jersey, Apache SINGA boot camp in Jersey,Weekend Apache SINGA training in Jersey, Apache SINGA instructor in Jersey, CI, Apache SINGA instructor-led in Jersey, Evening Apache SINGA courses in Jersey, CI,Apache SINGA classes in Jersey, CI, CI

Course Discounts

Course Discounts Newsletter

We respect the privacy of your email address. We will not pass on or sell your address to others.
You can always change your preferences or unsubscribe completely.

Some of our clients