DeepLearning.AI
Natural Language Processing Specialization
DeepLearning.AI

Natural Language Processing Specialization

Break into NLP. Master cutting-edge NLP techniques through four hands-on courses! Updated with the latest techniques in October '21.

Łukasz Kaiser
Younes Bensouda Mourri

Instructors: Łukasz Kaiser

134,789 already enrolled

Get in-depth knowledge of a subject
4.6

(5,591 reviews)

Intermediate level

Recommended experience

3 months
at 10 hours a week
Flexible schedule
Learn at your own pace
Get in-depth knowledge of a subject
4.6

(5,591 reviews)

Intermediate level

Recommended experience

3 months
at 10 hours a week
Flexible schedule
Learn at your own pace

What you'll learn

  • Use logistic regression, naïve Bayes, and word vectors to implement sentiment analysis, complete analogies & translate words.

  • Use dynamic programming, hidden Markov models, and word embeddings to implement autocorrect, autocomplete & identify part-of-speech tags for words.

  • Use recurrent neural networks, LSTMs, GRUs & Siamese networks in Trax for sentiment analysis, text generation & named entity recognition.

  • Use encoder-decoder, causal, & self-attention to machine translate complete sentences, summarize text, build chatbots & question-answering.

Details to know

Shareable certificate

Add to your LinkedIn profile

Taught in English

See how employees at top companies are mastering in-demand skills

Placeholder

Advance your subject-matter expertise

  • Learn in-demand skills from university and industry experts
  • Master a subject or tool with hands-on projects
  • Develop a deep understanding of key concepts
  • Earn a career certificate from DeepLearning.AI
Placeholder
Placeholder

Earn a career certificate

Add this credential to your LinkedIn profile, resume, or CV

Share it on social media and in your performance review

Placeholder

Specialization - 4 course series

What you'll learn

  • Use logistic regression, naïve Bayes, and word vectors to implement sentiment analysis, complete analogies & translate words.

Skills you'll gain

Category: Machine Translation
Category: Locality-Sensitive Hashing
Category: Sentiment Analysis
Category: Word Embeddings
Category: Vector Space Models

Natural Language Processing with Probabilistic Models

Course 230 hours4.7 (1,708 ratings)

What you'll learn

  • Use dynamic programming, hidden Markov models, and word embeddings to implement autocorrect, autocomplete & identify part-of-speech tags for words.

Skills you'll gain

Category: N-gram Language Models
Category: Autocorrect
Category: Parts-of-Speech Tagging
Category: Word2vec

Natural Language Processing with Sequence Models

Course 321 hours4.5 (1,137 ratings)

What you'll learn

  • Use recurrent neural networks, LSTMs, GRUs & Siamese networks in Trax for sentiment analysis, text generation & named entity recognition.

Skills you'll gain

Category: Word Embedding
Category: Siamese Networks
Category: Sentiment with Neural Nets
Category: Natural Language Generation
Category: Named-Entity Recognition

Natural Language Processing with Attention Models

Course 426 hours4.4 (1,017 ratings)

What you'll learn

  • Use encoder-decoder, causal, & self-attention to machine translate complete sentences, summarize text, build chatbots & question-answering.

Skills you'll gain

Category: T5+BERT Models
Category: Chatterbot
Category: Reformer Models
Category: Neural Machine Translation
Category: Attention Models

Instructors

Łukasz Kaiser
DeepLearning.AI
4 Courses215,342 learners

Offered by

DeepLearning.AI

Why people choose Coursera for their career

Felipe M.
Learner since 2018
"To be able to take courses at my own pace and rhythm has been an amazing experience. I can learn whenever it fits my schedule and mood."
Jennifer J.
Learner since 2020
"I directly applied the concepts and skills I learned from my courses to an exciting new project at work."
Larry W.
Learner since 2021
"When I need courses on topics that my university doesn't offer, Coursera is one of the best places to go."
Chaitanya A.
"Learning isn't just about being better at your job: it's so much more than that. Coursera allows me to learn without limits."

New to Machine Learning? Start here.

Placeholder

Open new doors with Coursera Plus

Unlimited access to 7,000+ world-class courses, hands-on projects, and job-ready certificate programs - all included in your subscription

Advance your career with an online degree

Earn a degree from world-class universities - 100% online

Join over 3,400 global companies that choose Coursera for Business

Upskill your employees to excel in the digital economy

Frequently asked questions