Natural Language Processing
40 learners
Practical Applications of spaCy for Real-Life Tasks
Understanding theory and basic tools of spaCy is of paramount importance, but applying them to real-life tasks is what drives value. The course focuses on four case studies that involve practical applications of spaCy to solve real-world problems.
Python
spaCy
3 lessons
10 practices
1 hour
Machine Learning Modeling for NLP
Lessons and practices
Spam Detection: Modify Test Texts
Enhance Training Data for Model
Add Extra Category to Classifier
Build a Spam Classifier Pipeline
Filter Reviews Discussing Prices
Sorting Reviews by Dates
Identifying Locations and Averaging Scores
Extract Key Entities from Text
Filter Entities With spaCy
Entity Recognition and Counting
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