Learning trackBeginnerNLP
NLP Fundamentals
Tokenization, embeddings, classical NLP baselines, and the bridge into modern neural text models.
What you'll walk away with
- Tokenize text responsibly
- train embedding baselines
- evaluate text classifiers properly
Course certificate
DecodeAI Certificate in NLP Fundamentals
Earn by passing all topic quizzes (0/2)
Remaining: Tokenization & Text Representations, Text Classification Pipelines
Tip: complete every module quiz at ≥ pass mark to unlock certification.
Syllabus
Module 1Free preview
Tokenization & Text Representations
From words to subwords — tradeoffs that affect every NLP system.
Theory 2 lessons Quiz Cheatsheet
Module 2Pro
Text Classification Pipelines
Baselines to transformers for document and intent classification.
Theory 2 lessons Quiz Cheatsheet