This unit explores the applications of machine learning in natural language processing, focusing on text classification, sentiment analysis, and machine translation. Students will gain an understanding of the techniques and algorithms used in NLP and their practical applications. Üben mit sofortiger Rückmeldung, kostenlos und ohne Anmeldung.

Weitere Themen

• Definition and Overview of Machine Learning
• Introduction to Machine Learning
• Supervised Learning
• Linear Regression and Classification
• Unsupervised Learning
• Decision Trees and Ensemble Methods
• Model Selection and Evaluation
• Support Vector Machines and Kernel Methods