Global Certificate in Language Modeling: Essentials for Success
-- ViewingNowThe Global Certificate in Language Modeling: Essentials for Success is a comprehensive course designed to equip learners with the latest techniques in language modeling. This course is crucial in today's digital age, where natural language processing (NLP) technologies are in high demand across various industries, including tech, healthcare, finance, and entertainment.
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โข Unit 1: Introduction to Language Modeling
โข Unit 2: Data Preparation for Language Modeling
โข Unit 3: Probability and Statistics in Language Modeling
โข Unit 4: Types of Language Models: N-grams, Hidden Markov Models, and Neural Networks
โข Unit 5: Evaluation Metrics for Language Models
โข Unit 6: Advanced Language Modeling Techniques: LSTM, GRU, and Transformer Models
โข Unit 7: Transfer Learning and Pre-trained Language Models
โข Unit 8: Applications of Language Modeling: Text Generation, Speech Recognition, and Machine Translation
โข Unit 9: Ethical Considerations in Language Modeling
โข Unit 10: Best Practices in Language Modeling
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