This unit introduces natural language processing (NLP) techniques and their applications in machine learning. Students will learn about text preprocessing, feature extraction, and NLP algorithms, covering text preprocessing techniques, NLP algorithms, and applications in sentiment analysis and text classification. 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