Fundamentals of Natural Language Processing
Completed by Xiang Fan
December 20, 2025
24 hours (approximately)
Xiang Fan'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: Statistical Modeling
- Category: Embeddings
- Category: Logistic Regression
- Category: Model Training
- Category: Supervised Learning
- Category: Data Preprocessing
- Category: Machine Learning Methods
- Category: Model Evaluation
- Category: Classification Algorithms
- Category: Text Mining
- Category: Markov Model
- Category: Natural Language Processing
