Innovative Gen AI Applications: Beyond Text - MLOps Mini Summit 5
Save Big on Coursera Plus. 7,000+ courses at $160 off. Limited Time Only! Grab it Explore innovative applications of Generative AI beyond text in this 55-minute MLOps Community Mini Summit talk. Dive into two fascinating use cases: molecule discovery for pharmaceutical and chemical industries, and call center optimization. Learn how Chemical Language Models and graph representations are revolutionizing the search for new molecules, potentially leading to better treatments and eco-friendly products. Discover the challenges and solutions in implementing Gen AI for call center applications, including maximizing GPU utilization, speeding up pipelines, and transitioning from proof-of-concept to production. Gain insights into leveraging RAG (Retrieval-Augmented Generation), distributed processing, and large language models for knowledge extraction in real-world scenarios. Perfect for data scientists, machine learning engineers, and anyone interested in cutting-edge AI applications in industry.