Fundamentals of Natural Language Processing
Completed by Samion Shtok
July 4, 2026
24 hours (approximately)
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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: Logistic Regression
- Category: Model Evaluation
- Category: Classification Algorithms
- Category: Embeddings
- Category: Natural Language Processing
- Category: Machine Learning Methods
- Category: Model Optimization
- Category: Text Mining
- Category: Supervised Learning
- Category: Markov Model
- Category: Statistical Modeling
