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Mental health support chatbot built by fine-tuning LLaMA models (2-7b, 3.2-1B, 68m) using LoRA and QLoRA. Covers the full pipeline—from dialogue data preprocessing to training and evaluation (BLEU, Perplexity, VADER Empathy Score).
This course covers fundamental ML concepts, including DL techniques with an emphasis on neural networks (e.g., convolutional networks). It explores programming methods for key algorithms and practical applications using ready-made tools.