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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⢠Unit 1: Introduction to Language Modeling
⢠Unit 2: Data Preparation for Language Modeling
⢠Unit 3: Probability and Statistics in Language Modeling
⢠Unit 4: Types of Language Models: N-grams, Hidden Markov Models, and Neural Networks
⢠Unit 5: Evaluation Metrics for Language Models
⢠Unit 6: Advanced Language Modeling Techniques: LSTM, GRU, and Transformer Models
⢠Unit 7: Transfer Learning and Pre-trained Language Models
⢠Unit 8: Applications of Language Modeling: Text Generation, Speech Recognition, and Machine Translation
⢠Unit 9: Ethical Considerations in Language Modeling
⢠Unit 10: Best Practices in Language Modeling
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