Skill

Compare Tokens and Sequences for Deeper Meaning

December 2024 with Jonathan Barrios

Join Jonathan Barrios as we learn more about how sequences (ordered groups of tokens) can help us process text data more effectively. We're also going to compare different machine learning models (RNNs and LSTMs) and how they solve sequence-based problems.

Recommended Experience

Familiarity with Python programming
Basic understanding of NLP processing concepts like tokenization and sequence analysis
Knowledge of machine learning workflows

Related certifications

Professional TensorFlow Developer

Related Job Functions

Machine learning engineer
Natural Language Processing 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. Compare Tokens and Sequences for Deeper Meaning (2:45)
2. Compare Tokens and Sequences (10:24)
3. Explore Recurrent Neural Network Python Code Examples (7:54)
4. Comparing RNNs to LSTMs (4:33)
5. Exploring Sequence Problems to Solve (Seq2Seq) (7:07)
6. CHALLENGE (2:46)

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