Data Analytics III: Deep Learning, Transformers, and AI

This course offers an in-depth exploration of deep learning, with a strong emphasis on large language models (LLMs) and generative AI. Students will progress from foundational neural network concepts to advanced topics like transformers, pre-trained NLP models, and generative architectures through hands-on cases and real-world applications. Key components include LLM implementation using HuggingFace, text classification, and creative AI systems, culminating in applied projects and competitions.