Executive Development Programme in Scaling Language AI
-- ViewingNowThe Executive Development Programme in Scaling Language AI is a certificate course designed to empower professionals with the necessary skills to lead in the rapidly evolving field of Language AI. This course emphasizes the importance of Language AI, its industry demand, and how it equips learners with essential skills for career advancement.
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⢠Introduction to Language AI: Basics of Natural Language Processing (NLP), Understanding Language Models, AI in Language Understanding
⢠Data Preparation for Language AI: Data Collection, Data Cleaning, Data Annotation, Data Augmentation
⢠Building Language Models: Word Embeddings, Contextual Embeddings, Transformer Models
⢠Fine-Tuning Pretrained Models: Transfer Learning, Model Adaptation, Domain-Specific Models
⢠Evaluation Metrics for Language AI: Perplexity, BLEU, ROUGE, Accuracy, F1 Score
⢠Deploying Language AI: Cloud Deployment, On-Premise Deployment, Model Serving, Scalability
⢠Ethics in Language AI: Bias, Fairness, Transparency, Privacy, Accountability
⢠Future Trends in Language AI: Multimodal Learning, Reinforcement Learning, Explainable AI
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