Natural Language Processing
- Provider Udacity Nanodegree
- Cost Paid Course
- Session Self Paced
- Language English
- Certificate Certificate Available
- Effort 10-15 hours a week
- Duration 12 weeks long
- Learn more about MOOCs
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Overview
Over the course of this program, you’ll become an expert in the main components of Natural Language Processing, including speech recognition, sentiment analysis, and machine translation. You’ll learn to code probabilistic and deep learning models, train them on real data, and build a career-ready portfolio as an NLP expert!
Learn the skills to get computers to understand, process, and respond to human language. Build models on real data, and get hands-on experience with sentiment analysis, machine translation, and more.
Syllabus
This program requires experience with Python, statistics, machine learning, and deep learning.See detailed requirements.
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Introduction to Natural Language Processing
Learn text processing fundamentals, including stemming and lemmatization. Explore machine learning methods in sentiment analysis. Build a speech tagging model.
Part of Speech Tagging -
Computing with Natural Language
Learn advanced techniques like word embeddings, deep learning attention, and more. Build a machine translation model using recurrent neural network architectures.
Machine Translation -
Communicating with Natural Language
Learn voice user interface techniques that turn speech into text and vice versa. Build a speech recognition model using deep neural networks.
Speech Recognizer
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