Fundamentals of Natural Language Processing
Completed by Sachini Nethranjali
November 13, 2025
24 hours (approximately)
Sachini Nethranjali's account is verified. Coursera certifies their successful completion of Fundamentals of Natural Language Processing
What you will learn
Analyze corpora to develop effective lexicons using subword tokenization.
Develop language models that can assign probabilities to texts.
Design, implement, and evaluate the effectiveness of text classifiers using gradient-based learning techniques.
Design, implement and evaluate unsupervised methods for learning word embeddings.
Skills you will gain
- Category: Model Optimization
- Category: Statistical Modeling
- Category: Model Training
- Category: Natural Language Processing
- Category: Embeddings
- Category: Logistic Regression
- Category: Model Evaluation
- Category: Classification Algorithms
