Neural Machine Translation Courses and Certifications

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

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

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

Dive into neural machine translation by replicating 7 landmark NLP papers in PyTorch, covering RNNs, LSTMs, attention mechanisms, and Transformers with hands-on coding labs.

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

Center for Language & Speech Processing(CLSP), JHU

Advances to Machine Translation and Language Understanding

Explore cutting-edge developments in machine translation and natural language processing through expert insights from a leading researcher in computational linguistics.

• YouTube
• 1 hour 9 minutes
• Self-Paced
• Free Video

Center for Language & Speech Processing(CLSP), JHU

Customizing MT Systems

Explore advanced techniques for customizing machine translation systems to improve accuracy and domain-specific performance in this technical presentation.

• YouTube
• 1 hour 16 minutes
• Self-Paced
• Free Video

Natural Language Generation in Python

Imitate Shakespear, translate language and autocomplete sentences using Deep Learning in Python.

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

UofU Data Science

Introduction to Neural Machine Translation and Language Processing

Master the fundamentals of neural machine translation, from embedding matrices and RNNs to advanced concepts like teacher forcing, decoding methods, and BLEU score evaluation metrics.

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

Center for Language & Speech Processing(CLSP), JHU

Five Short Pieces on Neural Machine Translation of Text and Speech - Lecture

Explore five research contributions in neural machine translation, covering morphologically rich languages, low-resource settings, terminology integration, speech recognition error robustness, and translation length control.

• YouTube
• 1 hour 10 minutes
• Self-Paced
• Free Video

Center for Language & Speech Processing(CLSP), JHU

The Inadequacy of the Mode in Neural Machine Translation

Explore neural machine translation's limitations, focusing on mode-seeking search issues and advocating for decision rules that consider entire probability distributions in sequence generation.

• YouTube
• 1 hour 8 minutes
• Self-Paced
• Free Video

Center for Language & Speech Processing(CLSP), JHU

A Hyperparameter Optimization Toolkit for Neural Machine Translation Research

Explore a toolkit for optimizing hyperparameters in neural machine translation research, enhancing efficiency and performance in NMT model development.

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

Edureka

Neural Models and Machine Translation

Discover neural architectures like RNNs, LSTMs, and Transformers to build powerful machine translation systems and NLP applications with hands-on fine-tuning exercises.

• Coursera
• 17 hours 8 minutes
• Self-Paced
• Paid Course

Stanford Seminar - Google's Multilingual Neural Machine Translation System

1 rating

Exploring Google's Multilingual Neural Machine Translation system, its ability for zero-shot translation, and the potential existence of an interlingua in language processing.

• YouTube
• 1 hour 19 minutes
• Self-Paced
• Free Video

Karlsruhe Institute of Technology

Machine Translation

183 ratings at Coursera

Learn the fundamentals of machine translation, from statistical methods to cutting-edge neural networks. Understand key challenges, evaluate systems, and choose the best approach for your translation needs.

• Coursera
• 1 day 3 hours 29 minutes
• Self-Paced
• Paid Course

Edureka Credential

Mastering NLP: Tokenization, Sentiment Analysis & Neural MT

7 ratings at Coursera

Master essential and advanced NLP techniques from tokenization to neural translation, building intelligent language-aware systems for real-world applications.

• Coursera
• 16 weeks, 5 hours/week
• Self-Paced
• Paid Course
• 3 courses

Applied Natural Language Processing in Engineering Part 1

Discover NLP fundamentals from text classification to neural networks, optimization techniques, word embeddings, and parsing methods for engineering applications.

• Coursera
• 1 day 3 hours 45 minutes
• Self-Paced
• Paid Course