Text Classification with Natural Language Processing

edX MOOC / Non-credit USD 160

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Text Classification with Natural Language Processing

About this course

Build advanced text classification skills for natural language processing, from collecting and preparing text data to training and optimizing models. Work with feature engineering, classical machine learning, ensemble methods, and deep learning approaches.

What you'll learn

collect and prepare text data
train and optimize machine learning models
apply feature engineering techniques
implement ensemble methods
utilize deep learning for text classification

Course objectives

to build advanced text classification skills
to familiarize with natural language processing techniques
to understand the workflow from data collection to model optimization

Skills you'll gain

deep learning machine learning model optimization nlp natural language processing feature engineering model training text classification ensemble methods data preprocessing

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