Fundamentals of Natural Language Processing
Completed by Ashitha M M
March 9, 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: Statistical Modeling
- Category: Model Training
- Category: Model Evaluation
- Category: Classification Algorithms
- Category: Model Optimization
- Category: Logistic Regression
- Category: Embeddings
- Category: Natural Language Processing
