- Machine Translation
- Transformers
- Sentiment Analysis
- Word2vec
- Attention Models
Natural Language Processing
Completed by Peyman Alavi
May 11, 2021
Approximately 3 months at 10 hours a week to completePeyman Alavi's account is verified. Coursera certifies their successful completion of DeepLearning.AI Natural Language Processing Specialization.
Course Certificates Completed
Natural Language Processing with Classification and Vector Spaces
Natural Language Processing with Probabilistic Models
Natural Language Processing with Sequence Models
Natural Language Processing with Attention Models
What you will 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 for sentiment analysis, text generation & named entity recognition.
Use encoder-decoder, causal, & self-attention to machine translate complete sentences, summarize text, and answer questions.
Skills you will gain
Course Certificates
Earned after completing each course in the Specialization
Natural Language Processing with Classification and Vector Spaces
DeepLearning.AI
Taught by: Younes Bensouda Mourri & Łukasz Kaiser
Completed by: Peyman Alavi by August 22, 2020
At the rate of 5 hours a week, it typically takes 4 weeks to complete one Course.
Natural Language Processing with Probabilistic Models
DeepLearning.AI
Taught by: Younes Bensouda Mourri & Łukasz Kaiser
Completed by: Peyman Alavi by October 7, 2020
At the rate of 5 hours a week, it typically takes 4 weeks to complete one Course.
Natural Language Processing with Sequence Models
DeepLearning.AI
Taught by: Younes Bensouda Mourri & Łukasz Kaiser
Completed by: Peyman Alavi by February 25, 2021
At the rate of 5 hours a week, it typically takes 4 weeks to complete one Course.
Natural Language Processing with Attention Models
DeepLearning.AI
Taught by: Younes Bensouda Mourri & Łukasz Kaiser
Completed by: Peyman Alavi by May 11, 2021
At the rate of 5 hours a week, it typically takes 4 weeks to complete one Course.