Today's Activities: Introduced the motivation of learning ML/AI Introduced various divisions of ML/AI Introduced Kaggle, an interface for running ML code Homework: Submit to your respective google drive homework folders when youRead More...
Today's Activities: Worked on the first project: dog and cat classification Got introduced to various libraries for the training stack Learnt about the technicalities of images Homework: Submit to your respective googleRead More...
Today’s Activities: Continued on the first project: dog and cat classification Learnt about the labelling function, and commenced training with a GPU for classification Homework: Run training again like we did inRead More...
Today’s Activities: Learnt a bit about tensors, pre-trained models, model sizes Exported our trained AI model to a .pkl file for use outside of kaggle Ran a quick streamlit app to visualizeRead More...
Today’s Activities: Revisited homework on using different models for training and analyzed their performance. Learnt about virtual environments and dependencies (your "copy" of the computer) Setup github and demonstrated web app deploymentRead More...
Today’s Activities: Continued multi-class classification on the MNIST dataset. Learned about data augmentation through the batch_tfms parameter for the dataloader. Homework: Create a google doc under your homework google drive Write up yourRead More...
Today’s Activities: Continued multi-class classification on the MNIST dataset. Learned about data augmentation through the batch_tfms parameter for the dataloader. Homework: Create a google doc under your homework google drive Write up yourRead More...
Today’s Activities: No class today, there was a technical issue with zoom links, we will meet next week in the updated zoom link. Make sure you join the right one! Homework: BeginRead More...
Today’s Activities: Continued multi-class classification on the MNIST dataset. Learned about data augmentation through the batch_tfms parameter for the dataloader. Homework: For Reine: Create a google doc under your homework google drive Write upRead More...
Today’s Activities: Introduced the topic of ML/AI at a high level. Introduced Kaggle as a platform for running ML code. Homework: Copy the contents from this google colab file to kaggle, andRead More...
