Certificate in Language Modeling: Smarter Outcomes
-- ViewingNowThe Certificate in Language Modeling: Smarter Outcomes course is a comprehensive program designed to equip learners with essential skills in natural language processing and understanding. This course is crucial in today's industry, where businesses rely heavily on data-driven decisions and automated systems for communication.
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โข Introduction to Language Modeling
โข Understanding Probability and Statistics in NLP
โข Types of Language Models: N-gram, Hidden Markov Models, and Neural Networks
โข Building and Training Language Models
โข Evaluating Language Models: Perplexity, Cross-Entropy, and Other Metrics
โข Language Model Applications: Text Generation, Machine Translation, and Speech Recognition
โข Advanced Language Modeling: Transfer Learning, Pre-training, and Fine-tuning
โข Ethical Considerations in Language Modeling: Bias, Discrimination, and Privacy
โข Best Practices in Language Modeling: Data Pre-processing, Model Selection, and Deployment
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