Facebook NMT: Setting up a Neural Machine Translation System Training Course

Course Code

facebooknmt

Duration

7 hours (usually 1 day including breaks)

Requirements

  • Some programming experience is helpful
  • Basic understanding of neural networks
  • Experience using the command line

Overview

Facebook NMT (Fairseq) is an open-source sequence-to-sequence learning toolkit created by Facebook for use in Neural Machine Translation (NMT).

In this training participants will learn how to use Fairseq to carry out translation of sample content.

By the end of this training, participants will have the knowledge and practice needed to implement a live Fairseq based machine translation solution.

Audience

  • Localization specialists with a technical background
  • Global content managers
  • Localization engineers
  • Software developers in charge of implementing global content solutions

Format of the course

  • Part lecture, part discussion, heavy hands-on practice

Note

  • If you wish to use specific source and target language content, please contact us to arrange.

Course Outline

Introduction

  • Why Neural Machine Translation?
  • Borrowing from image recognition techniques

Overview of the Torch and Caffe2 projects

Overview of a Convolutional Neural Machine Translation model

  • Convolutional Sequence to Sequence Learning
  • Convolutional Encoder Model for Neural Machine Translation
  • Standard LSTM-based model

Overview of training approaches

  • About GPUs and CPUs
  • Fast beam search generation

Installation and setup

Evaluating pre-trained models

Preprocessing your data

Training the model

Translating

Converting a trained model to use CPU-only operations

Joining to the community

Closing remarks

Bookings, Prices and Enquiries

Guaranteed to run even with a single delegate!

Private Classroom

From £1250

Private Remote

From £1100 (105)

Public Classroom

Location Date Course Price [Remote/Classroom]
Brighton2018-10-31 09:30£ 1100 / £ 1300
Leicester - St. Georges House2018-11-01 09:30£ 1100 / £ 1350
Portsmouth Technopole2018-11-01 09:30£ 1100 / £ 1250
Exeter - The Senate2018-11-02 09:30£ 1100 / £ 1400
Portsmouth2018-11-08 09:30£ 1100 / £ 1250
London, Hatton Garden2018-11-13 09:30£ 1100 / £ 1475
Cardiff2018-11-15 09:30£ 1100 / £ 1400
Edinburgh Training and Conference Venue2018-11-16 09:30£ 1100 / £ 1300
Plymouth Drake Circus2018-11-16 09:30£ 1100 / £ 1250
Glasgow2018-11-19 09:30£ 1100 / £ 1450
Southampton2018-11-23 09:30£ 1100 / £ 1350
Newcastle2018-11-26 09:30£ 1100 / £ 1300
Bristol, Temple Gate2018-11-28 09:30£ 1100 / £ 1350
Cambridge2018-11-30 09:30£ 1100 / £ 1325
St Helier, Jersey, Channel Isles2018-11-30 09:30£ 1100 / £ 1575
Swindon2018-11-30 09:30£ 1100 / £ 1275
Leeds2018-12-03 09:30£ 1100 / £ 1450
Belfast City Centre2018-12-05 09:30£ 1100 / £ 1550
Liverpool2018-12-06 09:30£ 1100 / £ 1450
Oxford2018-12-06 09:30£ 1100 / £ 1375
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Course Discounts

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