Specialization & Learning Path · 2025-11-24

Natural Language Processing

Coursera · DeepLearning.AI

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Course 1/4Natural Language Processing with Classification and Vector Spaces

2025-11-07Grade: 100%4 weeks · 5 hours/weekYounes Bensouda Mourri · Łukasz Kaiser · Eddy ShyuID: 2SUXDS6HHD6E

Logistic RegressionNaive BayesWord VectorsSentiment Analysis

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Course 2/4Natural Language Processing with Probabilistic Models

2025-11-18Grade: 100%4 weeks · 5 hours/weekYounes Bensouda Mourri · Łukasz Kaiser · Eddy ShyuID: 04X0H9B43CQ8

Dynamic ProgrammingHidden Markov ModelsWord EmbeddingsPart-of-Speech Tagging

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Course 3/4Natural Language Processing with Sequence Models

2025-11-24Grade: 98.64%4 weeks · 5 hours/weekYounes Bensouda Mourri · Łukasz Kaiser · Eddy ShyuID: ZWVKSX4BJJNS

RNNLSTMGRUSiamese NetworksNamed Entity RecognitionText Generation

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Course 4/4Natural Language Processing with Attention Models

2025-11-24Grade: 100%4 weeks · 5 hours/weekYounes Bensouda Mourri · Łukasz Kaiser · Eddy ShyuID: 9EK4BDBU7DU0

Encoder-DecoderSelf-AttentionTransformersMachine TranslationText SummarizationQuestion Answering

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Overview

A four-course DeepLearning.AI specialization spanning classical machine learning, probabilistic methods, sequence networks, and attention-based architectures for NLP.

Practical application

Built the technical foundation for sentiment analysis, autocorrect, text generation, named entity recognition, machine translation, summarization, and question answering.