Assignments 

Link to Google form for Group assignment: Google form - Group members for assignment 

Documentations:

• Numpy: [User manual] [Reference manual] 

• Pandas: [Zipped documentation]

• Pytorch: 

Lab assignments

1. Lab 1[A] - Introduction to Python and Numpy 

   • Lab sheet - Introduction to Python and Numpy 

   • Solution - Lab 1 Solution 

2. Lab 1[B] - Introduction to Pytorch

   • Lab sheet - Introduction to Pytorch

   • Solution - Lab 2 Solution 

3. Lab 2 - Foundations of N-Gram Language Modeling 

   • Lab sheet - N-grams Language Models

   • Solution - Lab 3 Solution 

4. Lab 3 - Sentiment Analysis with Naïve Bayes Classifier

   • Lab sheet - Sentiment Analysis with Naïve Bayes Classifier 

   • Solution - Lab 4 Solution 

5. Lab 4 - Sentiment analysis with Logistic regression

   • Lab sheet: Sentiment analysis with Logistic regression 

   • Solution: Lab 5 Solution 

6. Lab 5 - Semantic Word Embeddings via Word2Vec Skip-gram

   • Lab sheet: Semantic Word Embeddings via Word2Vec Skip-gram 

   • Solution: Lab 6 Solution 

7. Lab 6 - Medical Project Home assignment 

• Lab Sheet: Medical Project Lab Assignment 

• Solution:

8. Lab 7 - Instruction Tuning using  GPT2

• Lab Sheet: Instruction Tuning using GPT-2 

• Solution: Lab 7 Solution 

9. Lab 8 - Fine-Tuning Techniques for GPT-2 and Attention Mechanisms

• Lab Sheet:  Supervised Fine Tuning and Attention Mechanism 

• Solution: 

• Labsheet: Attention Mechanism 

• Solution: Lab 8[B] Solution 

Lab Attendance