This course provides a comprehensive exploration of the fundamentals and advanced techniques in Natural Language Processing (NLP) and Large Language Models (LLMs). Explore essential concepts such as word representation, text classification, and sequence modeling, while gaining a deeper understanding of the transformative impact of transformer architectures. Master practical strategies for optimizing models through pretraining, fine-tuning, and prompting, and develop the expertise to evaluate and apply modern LLMs effectively using industry-standard metrics and benchmarks.

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