diff --git a/CYFI445/lectures/11_transfer_learning_sentiment_analysis/transfer_learning.pptx b/CYFI445/lectures/11_transfer_learning_sentiment_analysis/transfer_learning.pptx
index 55a5caf..d70654a 100644
Binary files a/CYFI445/lectures/11_transfer_learning_sentiment_analysis/transfer_learning.pptx and b/CYFI445/lectures/11_transfer_learning_sentiment_analysis/transfer_learning.pptx differ