Fundamentals of Natural Language Processing
Completed by PRASAD NIKAM
April 1, 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: Statistical Modeling
- Category: Model Evaluation
- Category: Classification Algorithms
- Category: Logistic Regression
- Category: Supervised Learning
- Category: Natural Language Processing
- Category: Machine Learning Methods
- Category: Model Optimization
- Category: Text Mining
- Category: Embeddings
- Category: Markov Model
