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Natural Language Processing with Sequence Models
In Course 3 of the Natural Language Processing Specialization, you will:
a) Train a neural network with GLoVe word embeddings to perform sentiment analysis of tweets,
b) Generate synthetic Shakespeare text using a Gated Recurrent Unit (GRU) language model,
c) Train a recurrent neural network to perform named entity recognition (NER) using LSTMs with linear layers, and
d) Use so-called ‘Siamese’ LSTM models to compare questions in a corpus and identify those that are worded differently but have the same meaning.
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!
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. Łukasz Kaiser is a Staff Research Scientist at Google Brain and the co-author of Tensorflow, the Tensor2Tensor and Trax libraries, and the Transformer paper.
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Rating | Not enough ratings |
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Length | 5 weeks |
Effort | At the rate of 5 hours a week, it typically takes 4 weeks to complete one Course. |
Starts | Jul 3 (43 weeks ago) |
Cost | $49 |
From | deeplearning.ai via Coursera |
Instructors | Younes Bensouda Mourri, Łukasz Kaiser, Eddy Shyu |
Download Videos | On all desktop and mobile devices |
Language | English |
Subjects | Programming Data Science |
Tags | Computer Science Data Science Algorithms Machine Learning |
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Rating | Not enough ratings |
---|---|
Length | 5 weeks |
Effort | At the rate of 5 hours a week, it typically takes 4 weeks to complete one Course. |
Starts | Jul 3 (43 weeks ago) |
Cost | $49 |
From | deeplearning.ai via Coursera |
Instructors | Younes Bensouda Mourri, Łukasz Kaiser, Eddy Shyu |
Download Videos | On all desktop and mobile devices |
Language | English |
Subjects | Programming Data Science |
Tags | Computer Science Data Science Algorithms Machine Learning |
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