Fundamentals of Natural Language Processing
Completed by Richie M
May 6, 2025
24 hours (approximately)
Richie M'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 Training
- Category: Natural Language Processing
- Category: Markov Model
- Category: Supervised Learning
- Category: Machine Learning Methods
- Category: Embeddings
- Category: Text Mining
- Category: Model Optimization
- Category: Model Evaluation
- Category: Classification Algorithms
- Category: Statistical Modeling
- Category: Logistic Regression
