Course No: 0907753
Course Name: Natural Languages Processing

Prerequisite: Applied Machine Learning (0907726)

Microsoft Team: Link

Handouts:
Course Syllabus (pdf)
Slides:

• Course Introduction (pdf)
• Introduction to NLP (pdf)
• Word Tokenization (pdf)
• Math with Words (pdf)
• Semantic Analysis (pdf)
• Reasoning with Word Vectors (pdf), Notebook for Arabic Word Vectors (Colab)
• Processing Sequences Using RNNs and CNNs (pdf)
• Natural Language Processing with RNNs and Attention (pdf)
• Arabic NLP Libraries (pdf)

Exercises:

• Text Preprocessing and Word Embeddings (pdf)
• Hugging Face’s Transformers Library (pdf)

Solutions:

• Midterm Exam (pdf)

Grades: Are posted on MS Teams

Last update on 3/6/2024