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DTSTART;TZID=America/Los_Angeles:20260202T190000
DTEND;TZID=America/Los_Angeles:20260202T200000
DTSTAMP:20260420T123159
CREATED:20260203T041351Z
LAST-MODIFIED:20260203T041351Z
UID:32359-1770058800-1770062400@www.ayclogic.com
SUMMARY:7 PM – AI/ML – Darin
DESCRIPTION:Today’s Activities:\n\nRevisited homework on using different models for training and analyzed their performance.\nLearnt about virtual environments and dependencies (your “copy” of the computer)\nSetup github and demonstrated web app deployment (now you can ask your friends to check out your ai models haha)\n\nHomework:\n\nCopy the Jan26_CatVSDog.ipynb into Feb2_PetBreed.ipynb\nMODIFY the labeling function such that it labels by the dog BREED.\nYou do not return “dog” vs “cat” but rather you return “Siamese”\, “Abyssinian”\, etc \nHint: You need to only keep the string WITHOUT numbers.\nRun training again after modifying\nThis should result in MULTI-class classification\n\nUpload the file Jan26_CatVSDog_Evaluation.py to the google drive when you are done. \nNotes:\nYou can reach me at ddjapri@ayclogic.com. \nAll class notes can be found here.
URL:https://www.ayclogic.com/event/7-pm-ai-ml-darin-4/
CATEGORIES:AI/ML,Python Class
END:VEVENT
BEGIN:VEVENT
DTSTART;TZID=America/Los_Angeles:20260209T190000
DTEND;TZID=America/Los_Angeles:20260209T200000
DTSTAMP:20260420T123159
CREATED:20260210T043506Z
LAST-MODIFIED:20260217T043259Z
UID:32426-1770663600-1770667200@www.ayclogic.com
SUMMARY:7 PM – AI/ML – Darin
DESCRIPTION:Today’s Activities:\n\nContinued multi-class classification on the MNIST dataset.\nLearned about data augmentation through the batch_tfms parameter for the dataloader.\n\nHomework:\n\nCreate a google doc under your homework google drive \nWrite up your project proposal for training your own AI model detailing:\n– What you will be classifying (has to be multi-class classification!)\n– Where your data comes from (provide a link or methodology of getting the dataset). If you are using an existing dataset\, you have to add more images from online means (gather data from outside of kaggle\, whether it’s online images\, etc)\n– How you will train your AI model (what transformations on the data you will use\, and the flow of training)\n\nEnsure the google doc is public access and that it is in your homework folder. \nNotes:\nYou can reach me at ddjapri@ayclogic.com. \nAll class notes can be found here.
URL:https://www.ayclogic.com/event/7-pm-ai-ml-darin-5/
CATEGORIES:AI/ML,Python Class
END:VEVENT
BEGIN:VEVENT
DTSTART;TZID=America/Los_Angeles:20260216T190000
DTEND;TZID=America/Los_Angeles:20260216T200000
DTSTAMP:20260420T123159
CREATED:20260217T043338Z
LAST-MODIFIED:20260217T043554Z
UID:32559-1771268400-1771272000@www.ayclogic.com
SUMMARY:7 PM – AI/ML – Darin
DESCRIPTION:Today’s Activities:\n\nContinued multi-class classification on the MNIST dataset.\nLearned about data augmentation through the batch_tfms parameter for the dataloader.\n\nHomework:\n\nCreate a google doc under your homework google drive \nWrite up your project proposal for training your own AI model detailing:\n– What you will be classifying (has to be multi-class classification!)\n– Where your data comes from (provide a link or methodology of getting the dataset). If you are using an existing dataset\, you have to add more images from online means (gather data from outside of kaggle\, whether it’s online images\, etc)\n– How you will train your AI model (what transformations on the data you will use\, and the flow of training)\nYou can view the list of transformations here: https://docs.fast.ai/vision.augment.html#aug_transforms\n\nEnsure the google doc is public access and that it is in your homework folder. \nNotes:\nYou can reach me at ddjapri@ayclogic.com. \nAll class notes can be found here.
URL:https://www.ayclogic.com/event/7-pm-ai-ml-darin-7/
CATEGORIES:AI/ML,Python Class
END:VEVENT
BEGIN:VEVENT
DTSTART;TZID=America/Los_Angeles:20260223T190000
DTEND;TZID=America/Los_Angeles:20260223T200000
DTSTAMP:20260420T123159
CREATED:20260224T043712Z
LAST-MODIFIED:20260224T043712Z
UID:32645-1771873200-1771876800@www.ayclogic.com
SUMMARY:7 PM – AI/ML – Darin
DESCRIPTION:Today’s Activities:\n\nNo 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!\n\nHomework:\n\nBegin working on your project! You will have exactly 3 weeks to complete it\, and by the end of it you want to deploy a simple streamlit application for your project.\n\nNotes:\nYou can reach me at ddjapri@ayclogic.com. \nAll class notes can be found here.
URL:https://www.ayclogic.com/event/7-pm-ai-ml-darin-8/
CATEGORIES:AI/ML,Python Class
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