Join Rehab Elhajj in this interactive workshop as she guides you through the process of optimizing your AI model. Discover the key techniques and strategies to enhance the performance and efficiency of your AI models. Learn how to fine-tune hyperparameters, select appropriate optimization algorithms, and implement regularization techniques. Explore methods to handle overfitting and underfitting, improving model generalization. Gain insights into advanced optimization techniques like gradient descent variants, adaptive learning rates, and model compression. Follow practical demonstrations and exercises to apply optimization techniques to your AI models effectively. Don't miss this opportunity to optimize your AI model and take it to the next level with Rehab Elhajj's expert guidance in this engaging workshop.
Workshop 5
Rehab Elhajj introduces how to optimize your AI model
COLAB NOTEBOOK:
https://colab.research.google.com/drive/1x4G0aLcrldZX8hRTWrK_PmZmZWUiM8Vc?usp=sharing
DIABETES DATA SET:
https://www.kaggle.com/datasets/kumargh/pimaindiansdiabetescsv
Join AIMSS in our free introductory course on Artificial Intelligence in Medicine! Originally delivered live in 2021, in Edmonton, Alberta.
https://www.aimss.ca/
Free lectures and workshops from AIMSS:
Intro lecture
Stream A: Introducing AI concepts and how they relate to medicine
Stream B: Introducing medical concepts and how AI can be applied
Outro lecture
Workshops: Learn how to build an AI model to solve a medical problem
