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DTSTART;TZID=America/Los_Angeles:20260408T190000
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DTSTAMP:20260419T105216
CREATED:20260409T074439Z
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UID:33126-1775674800-1775678400@www.ayclogic.com
SUMMARY:7 PM – AI/ML – Darin
DESCRIPTION:Today’s Activities:\n\nStarted the new project on Multi-class Classification\nWent over deployment code using streamlit\n\nHomework:\nContinuing off of last week if you haven’t already: \nPart 1\nIn your pycharm project\, do the following: \n# hw: \n# deploy the streamlit application\n\n# you have to ensure to use these installs on kaggle:\n\n!pip install --force-reinstall --no-cache-dir \\n"numpy==1.26.4" \\n"scipy==1.15.3" \\n"matplotlib==3.7.2" \\n"fastai==2.7.19" \\n"torch==2.6.0" \\n"pillow==10.4.0"\n\nthen on your pycharm in your requirements.txt you must use:\n\n\n\nstreamlit==1.40.1\nnumpy==1.26.4\nscipy==1.15.3\nmatplotlib==3.9.2\npillow==10.4.0\nfastai==2.7.19\n\n# pip install -r requirements.txt\n\nFor the above\, use this code: link \nPart 2\nSet up a github account. \n\nCreate an account at https://github.com/ if you haven’t already.\nGo to the top right on your avatar icon\, and click on repositories.\nClick new at the top right.\nCreate a new repository called AYCLOGIC_WED7PM_AI_ML. Leave all other settings at default\, but make sure the visibility is set to public.\nThen go to the avatar icon once more\, and this time click on settings.\nInside settings\, scroll to the very bottom and on the menu bar you should select “Developer Settings“.\nOnce in Developer Settings\, click on Personal Access Tokens (Tokens Classic).\nThen click on “Generate New Token (classic)”.\nSet expiration to 90 days\, and tick “admin:org” and “write:packages“.\nSave the newly generated token but don’t share it!\nThen go back to your pycharm and go to the terminal and follow these instructions:\n\ngit init\n\ngit add .\n\ngit commit -m "Initial Commit"\n\ngit remote add origin https://github.com/<your username>/AYCLOGIC_WED7PM_AI_ML.git\n\ngit branch -M main\n\ngit push -u origin main\n\n#######################################################\n\nNote that for the above\, you plug in the github username you created before.\n\nUpon executing the commands\, you will be asked to login:\n1. For username\, you can type in your github username\n2. For password\, copy and paste in your personal access token.\n\nNote: When typing in the username and password\, you won't see any characters typed out which is actually a security feature\, but it is there\n\nExtra note: If you get an error saying git is unavailable\, you will need to install it. Email me if this is the case\n\n\n\nPart 3\nDeploy your application on streamlit online: https://streamlit.io/ \n\nOn the top right click free -> deploy with streamlit community cloud-> log in with github\nProceed to login with your github account\nHit on create app\nUse the github repository you have created and deploy!\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-17/
CATEGORIES:AI/ML,Python Class
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