Skill

Train Machines to Read with Token Sequences & More

July 2024 with Jonathan Barrios

Join Jonathan Barrios as we learn some of the extra steps we can take to improve how our models learn to read. We'll be exploring token sequences, how to handle out-of-vocabulary words, and using padding for uniformity.

Recommended Experience

Basic understanding of natural language processing (NLP)
Solid understanding of Python programming
Familiarity with machine learning concepts and sequence data

Related certifications

None at this time

Related Job Functions

Machine learning engineer
NLP engineer
Data scientist

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. Explore Similarities in Reading for Humans and Machines (4:39)
2. Apply Token Sequences Aiming for Coherent Outputs (10:18)
3. Handling Out-of_Vocabulary words with OOV Tokens (7:57)
4. Adding Uniformity to Sentences with Padding (6:27)
5. CHALLENGE (10:47)

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