Professional Certificate in Data-Driven Language Modeling
-- ViewingNowThe Professional Certificate in Data-Driven Language Modeling is a comprehensive course designed to equip learners with essential skills in creating and implementing data-driven language models. This program is crucial in today's digital age, where AI and machine learning technologies are at the forefront of industry advancements.
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โข Unit 1: Introduction to Data-Driven Language Modeling
โข Unit 2: Data Preprocessing for Natural Language Processing
โข Unit 3: Foundations of Probabilistic Language Modeling
โข Unit 4: Neural Networks and Deep Learning for Language Modeling
โข Unit 5: Word Embeddings and Word Representation Learning
โข Unit 6: Sequence-to-Sequence Models and Attention Mechanisms
โข Unit 7: Evaluation Metrics for Language Models
โข Unit 8: Ethical Considerations and Bias in Language Modeling
โข Unit 9: Advanced Topics in Data-Driven Language Modeling
โข Unit 10: Building and Deploying Production-Ready Language Models
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