Skill

Build a Generative Shakespearean Sequence Model

December 2024 with Jonathan Barrios

Join Jonathan Barrios as we learn how to build a generative language model based on the works of Shakespeare. We'll practice text processing, sequence modeling, and then train a machine learning model and start writing our own sonnets and plays.

Recommended Experience

Familiarity with Python programming
Basic understanding of machine learning workflows
Knowledge of text data processing concepts like tokenization and sequence creation

Related certifications

Professional TensorFlow Developer

Related Job Functions

Machine learning engineer
Natural language processing (NLP) engineer
AI Developer

Jonathan Barrios brings over a decade of teaching experience to deliver cutting-edge programming, data analytics, data science, and machine learning skills to CBT Nuggets.

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Skill Outline

1. Build a Generative Shakespearean Sequence Model (5:57)
2. Define and Tokenize Corpus Text (3:16)
3. Create and Pad Sequence of Numbers (7:22)
4. Create X and y Datasets for Training (4:21)
5. One-Hot Encode Categorical Labels (3:30)
6. Build, Compile, and Train Model (5:13)
7. CHALLENGE (4:59)

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