Natural Language Processing
4 courses
Text Classification with Natural Language Processing
This NLP learning path is tailored for mastering text classification, spanning from data preparation to model optimization. It includes practice in data collection, feature engineering, diverse modeling techniques, and advanced optimization strategies.
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This learning path includes:
4 courses with bite-sized lessons and practices
22 engaging lessons in text and video formats
110 hands-on practices
One-on-one guidance from Cosmo, our AI tutor
Verified skills you'll gain
Badge for Text Data Collection and Preparation, Intermediate
INTERMEDIATE
Text Data Collection and Preparation
Badge for Feature Engineering and Text Representation, Intermediate
INTERMEDIATE
Feature Engineering and Text Representation
Badge for Machine Learning Modeling for NLP, Advanced
ADVANCED
Machine Learning Modeling for NLP
Tools you'll use
NLTK
Pandas
Python
Scikit-learn
TensorFlow