Fundamentals of Natural Language Processing
Completed by Hyunjeong Rhee
February 25, 2026
24 hours (approximately)
Hyunjeong Rhee'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: Natural Language Processing
- Category: Machine Learning Methods
- Category: Model Training
- Category: Model Evaluation
- Category: Classification Algorithms
- Category: Logistic Regression
- Category: Embeddings
- Category: Supervised Learning
- Category: Markov Model
- Category: Text Mining
- Category: Model Optimization
- Category: Statistical Modeling
