AI and ML in Biomedical Sciences: A Workshop for iBest 2024
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Dive into the intersection of AI, ML, and biomedical sciences in this workshop for iBest 2024. Explore cutting-edge technologies transforming healthcare, research, and drug discovery.
At a Glance
This course contains items for the 2024 iBest workshop entitled “AI in Biomedical Sciences: A Comprehensive Workshop on Data Classification, Visualization, and Modelling”. The first part of this course covers classification using a variety of methods including KNN, linear classifiers, SVM, and decision tree based methods including random forest and gradient boosting. The second part introduces neural networks, object detection, U-Net, and generative adversarial networks (GANs). The second part also includes large language models (LLMs), transformers, and AI agent development using LangChain.
Course Syllabus
Part 1
Part 2
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