Creator: Alex Snow and Volunteers
Publisher: Alex Snow School
Publication Date:
Updated:
Audience: Computer Science Students, ML and AI Enthusiasts, and IT Professionals
License:
Public Domain
Pre-perquisite: ဒီ course ကို Computer Science, Machine Learning theory, NLP theory တွေ အခြေခံရှိပြီးမှ တက်သင့်ပါတယ်။
Week 1
Autocorrect
Labs: Building the vocabulary and Candidates from edits
Week 2
Part of Speech Tagging
Lab: Working with text data
Week 3
Autocomplete
Lab: Corpus preprocessing for N-grams & language model generalization
Week 4
Word Embeddings
Continuous Bag of Words Model
Reading List
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