Fundamentals of Natural Language Processing
Completed by krushil uchadadia
May 6, 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: Natural Language Processing
- Category: Classification Algorithms
- Category: Statistical Modeling
- Category: Model Optimization
- Category: Text Mining
- Category: Markov Model
- Category: Model Evaluation
- Category: Machine Learning Methods
- Category: Supervised Learning
- Category: Embeddings
- Category: Model Training
- Category: Logistic Regression
