Slides and labs

01 Text Processing, Representation, Similarity, Inforamtion Retrieval and Evalutation Methods

02 Sentiment Analysis & Opinion Mining with Unsupervised and Supervised Approaches

03 Lab: Opinion Mining and Sentiment Analysis with Unsupervised and Supervised Approaches

03 Lab Solution: Opinion Mining and Sentiment Analysis with Unsupervised and Supervised Approaches

04 Lab: Opinion Mining with Text Classification in Team - Work Exercises 1

04 Lab Solution: Opinion Mining with Text Classification in Team Work - Exercises 1

05 Deep Learning for Natural Language Processing (from scratch)

06 Lab: Text Mining in Team - Work Exercises 2

06 Lab Solution: Text Mining in Team Work Exercises 2

07 Lab: Deep Learning Techniques

08 Multi-label Text Classification, kNN for Text Mining, Details on Bayesian Text Classification Models, Classification Accuracy Confidence Interval Evalutation and Comparison Methods of Classification Models

09 Accuracy Confidence Interval: Calculation