Natural Language Processing with Attention Models

Цена:49 USD

День проведения: По запросу

Тип: Электронное обучение

Категория: Анализ данных

Язык: Английский

Город: Online

Описание тренинга:

In Course 4 of the Natural Language Processing Specialization, offered by DeepLearning.AI, you will:

a) Translate complete English sentences into German using an encoder-decoder attention model, b) Build a Transformer model to summarize text, c) Use T5 and BERT models to perform question-answering, and d) Build a chatbot using a Reformer model. This course is for students of machine learning or artificial intelligence as well as software engineers looking for a deeper understanding of how NLP models work and how to apply them. By the end of this Specialization, you will have designed NLP applications that perform question-answering and sentiment analysis, created tools to translate languages and summarize text, and even built a chatbot! Learners should have a working knowledge of machine learning, intermediate Python including experience with a deep learning framework (e.g., TensorFlow, Keras), as well as proficiency in calculus, linear algebra, and statistics. Please make sure that you?ve completed course 3 - Natural Language Processing with Sequence Models - before starting this course. This Specialization is designed and taught by two experts in NLP, machine learning, and deep learning. Younes Bensouda Mourri is an Instructor of AI at Stanford University who also helped build the Deep Learning Specialization. ?ukasz Kaiser is a Staff Research Scientist at Google Brain and the co-author of Tensorflow, the Tensor2Tensor and Trax libraries, and the Transformer paper.

Кто может принять участие:


  • Reformer Models

  • Neural Machine Translation

  • Chatterbot

  • T5+BERT Models

  • Attention Models



Instructor rating4.62/5?(77 Ratings)

Image of instructor, Younes Bensouda Mourri

Younes Bensouda Mourri


Instructor of AI, Stanford University



Image of instructor, ?ukasz Kaiser

?ukasz Kaiser


Staff Research Scientist, Google Brain & Charg? de Recherche, CNRS



Image of instructor, Eddy Shyu

Eddy Shyu

Senior Curriculum Developer

Product Lead, DeepLearning.AI




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Информация об учебном центре

Тип компании: ОАО/ЗАО/ООО

Количество сотрудников: 500-1500