Natural Language Processing

Master the skills to get computers to understand, process, and manipulate human language. Build models on real data, and get hands-on experience with sentiment analysis, machine translation, and more.

• Welcome to Natural Language Processing
• This section provides an overview of the program and introduces the fundamentals of Natural Language Processing through symbolic manipulation, including text cleaning, normalization, and tokenization. You'll then build a part of speech tagger using hidden Markov models.
• Introduction to Natural Language Processing
• This section provides an overview of the program and introduces the fundamentals of Natural Language Processing through symbolic manipulation, including text cleaning, normalization, and tokenization. You'll then build a part of speech tagger using hidden Markov models.
• 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.
• 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.
• Recurrent Neural Networks (NLP Elective)
• Keras
• Sentiment Analysis Extras
• TensorFlow
• Embeddings and Word2Vec
• PyTorch
• Additional Text Preprocessing
• Career Services