Fundamentals of Natural Language Processing
Completed by Muhammad Musa
October 12, 2025
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: Logistic Regression
- Category: Model Optimization
- Category: Supervised Learning
- Category: Data Preprocessing
- Category: Machine Learning Methods
- Category: Model Training
- Category: Text Mining
- Category: Markov Model
- Category: Natural Language Processing
- Category: Model Evaluation
- Category: Classification Algorithms
- Category: Embeddings
