Neural Machine Translation Courses and Certifications

Code 7 Landmark NLP Papers in PyTorch - Full Neural Machine Translation Course

Study seven landmark neural machine translation papers and reproduce their RNN, attention, LSTM, and multilingual models in PyTorch.

• freeCodeCamp
• 7 hours 1 minute
• Self-Paced
• Free Video

Machine Translation with Keras

48 ratings at DataCamp

The need to pack a bilingual dictionary for your European holiday or keeping one on your desk to complete your foreign language homework is a thing of the past.

• DataCamp
• 4 hours
• Self-Paced
• Free Trial Available

UofU Data Science

Sequence-to-Sequence Models Through the Lens of Neural Machine Translation

Explore sequence-to-sequence models and neural machine translation fundamentals in this comprehensive data science presentation from University of Utah.

• YouTube
• 1 hour 21 minutes
• Self-Paced
• Free Video

Karlsruhe Institute of Technology

Machine Translation

186 ratings at Coursera

Learn how machines translate between natural languages: translation difficulties, evaluation, statistical machine translation, and state-of-the-art neural machine translation models built with deep learning.

• Coursera
• 7 weeks, 4 hours a week
• Self-Paced
• Paid Course

Learn to use DeepL’s context-aware AI translation and DeepL Write to produce natural translations and clearer writing.

• Codecademy
• 1 hour
• Self-Paced
• Free Trial Available

Edureka

Neural Models and Machine Translation

Build, fine-tune, and evaluate neural NLP systems: RNNs, LSTMs, transformers, encoder-decoder translation with BERT and MarianMT, chatbots, and BLEU/ROUGE scoring.

• Coursera
• 5 weeks, 3 hours a week
• Self-Paced
• Paid Course

Translate Text with the Cloud Translation API

The Cloud Translation allows you to translate an arbitrary string into any supported language. In this hands-on lab you’ll learn how to use the Cloud Translation API to translate text and detect the language of text if the language is unknown.

• Google Skills
• Self-Paced
• Paid Course

Nicholas Renotte

Build a Simple Language Translation App Using Python for Beginners

Build a real-time English-to-German translation app in Python with a pretrained Hugging Face Transformers pipeline and a Gradio web interface.

• YouTube
• 20 minutes
• Self-Paced
• Free Video

Graham Neubig

CMU Multilingual Natural Language Processing 2022

Explore multilingual natural language processing techniques, from machine translation and speech recognition to endangered language documentation and cross-lingual transfer learning.

• YouTube
• 17 hours 41 minutes
• Self-Paced
• Free Video

Great Learning

Machine Translation

2 ratings

Builds an English-to-French machine translation model while introducing statistical and neural approaches, recurrent networks, and encoder-decoder sequence-to-sequence learning.

• YouTube
• 1 hour 23 minutes
• Self-Paced
• Free Video

Alfredo Canziani

Low Resource Machine Translation

Explores low-resource machine translation through a Nepali–English case study, FLORES evaluation, and supervised, semi-supervised, self-supervised, and unsupervised methods.

• YouTube
• 1 hour 58 minutes
• Self-Paced
• Free Video

Edan Meyer

Recreate Google Translate - Model Training

Train and test a multilingual neural machine translation model with mT5, tune its optimization settings, and use it to translate text across languages.

• YouTube
• 21 minutes
• Self-Paced
• Free Video

Custom Translator: Breaking Language Barriers with 100+ Languages - AI Show Episode 36

Learn how Custom Translator uses high-quality parallel data to adapt machine translation for domain-specific terminology without requiring AI expertise.

• YouTube
• 32 minutes
• Self-Paced
• Free Video

Graham Neubig

CMU Multilingual NLP 2022 - Unsupervised Machine Translation

A lecture on unsupervised machine translation using word translation, sequence-to-sequence pretraining, and back-translation without parallel data.

• YouTube
• 43 minutes
• Self-Paced
• Free Video

Graham Neubig

CMU Multilingual NLP 2022 - Data-Driven Strategies for NMT

Explore data augmentation strategies for neural machine translation, including back translation, pivoting, transfer learning, and word alignment.

• YouTube
• 41 minutes
• Self-Paced
• Free Video