Aspire Journeys

NLP

  • 5 Labs | 5h
Rating 4.0 of 2 users Rating 4.0 of 2 users (2)
Natural language processing (NLP) is all about how computers work with human language. From restaurant recommendations made by virtual assistants to helpful and terrible autocorrect options, the field is a rapidly growing presence in our lives. This Aspire Journey will get you started using Python to analyze and even generate text. Don't just use NLP tools - make them!

Track 1: Getting Started with Natural Language Processing

In this track of the Natural Language Processing Aspire Journey, the focus will be on an introduction to natural language processing, or NLP.

Track 2: RegEx and Text Preprocessing

In this track of the Natural Language Processing Aspire Journey, the focus will be on regular expressions and text preprocessing using NLTK, the natural language toolkit.

  • 1 Lab | 1h

Track 3: Bag-of-Words and TF-IDF

In this track of the Natural Language Processing Aspire Journey, the focus will be on the bag-of-words language model and TF-IDF.

  • 2 Labs | 2h

Track 4: Fundamentals of Language Models

In this track of the Natural Language Processing Aspire Journey, the focus will be on word embeddings and generative text using deep learning,

  • 2 Labs | 2h

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