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METHOD:PUBLISH
X-ORIGINAL-URL:https://www.ayclogic.com
X-WR-CALDESC:Events for American Young Coder
REFRESH-INTERVAL;VALUE=DURATION:PT1H
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X-PUBLISHED-TTL:PT1H
BEGIN:VTIMEZONE
TZID:America/Los_Angeles
BEGIN:DAYLIGHT
TZOFFSETFROM:-0800
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TZNAME:PDT
DTSTART:20260308T100000
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TZOFFSETTO:-0800
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DTSTART:20261101T090000
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BEGIN:VEVENT
DTSTART;TZID=America/Los_Angeles:20260413T170000
DTEND;TZID=America/Los_Angeles:20260413T180000
DTSTAMP:20260501T053244
CREATED:20260415T213503Z
LAST-MODIFIED:20260415T213503Z
UID:33177-1776099600-1776103200@www.ayclogic.com
SUMMARY:7 PM – AI/ML – Darin
DESCRIPTION:Today’s Activities:\n\nReviewed finals projects\, debugged streamlit and dataset related issues.\nContinued the Boston Housing Price Prediction!\n\nHomework:\nNOTE: please click on save version for your respective final projects on the kaggle page. \nNOTE 2: Use these versions across your kaggle and your pycharm: \n!pip install --force-reinstall --no-cache-dir numpy==1.26.4 scipy==1.15.3 matplotlib==3.7.2 fastai==2.7.19 torch==2.6.0 pillow==10.4.0\nPart 1:\n\nContinue working on your final project.Your goal this week is to train multiple models and deploy them all with the option to choose between different models on streamlit. Upload your latest progress as an ipynb to the google drive.\n\nFor those with issues on training the models\, do this fix: \n!pip install -U "fastprogress==1.0.3"\nimport fastprogress\nprint("fastprogress:"\, fastprogress.__version__)\nThen ensure it is 1.0.3\, if it isn’t restart the notebook (theres a restart and clear cell output button on the top right of the notebook page). \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-20/
CATEGORIES:AI/ML,Python Class
END:VEVENT
BEGIN:VEVENT
DTSTART;TZID=America/Los_Angeles:20260411T123000
DTEND;TZID=America/Los_Angeles:20260411T133000
DTSTAMP:20260501T053244
CREATED:20260411T204003Z
LAST-MODIFIED:20260411T204003Z
UID:33152-1775910600-1775914200@www.ayclogic.com
SUMMARY:12:30 PM - Intro to Python - Abigail
DESCRIPTION:Today We\n\n\n\n\nWe went over more random use cases.\nWe created a random password generator.\n\nHomework\n(Upload your homework into your Google Drive HW folder a day before the class starts) \n\nMake a new file called “April11_StarWars_HW.py”\nDo these exercises: https://www.ayclogic.com/intro-to-python/star-wars-problem/\n\nIf you have any questions\, email me at abigail@ayclogic.com
URL:https://www.ayclogic.com/event/1230-pm-intro-to-python-abigail-5/
CATEGORIES:Python Class,Python Level 1
END:VEVENT
BEGIN:VEVENT
DTSTART;TZID=America/Los_Angeles:20260410T170000
DTEND;TZID=America/Los_Angeles:20260410T180000
DTSTAMP:20260501T053244
CREATED:20260411T012400Z
LAST-MODIFIED:20260411T012444Z
UID:33140-1775840400-1775844000@www.ayclogic.com
SUMMARY:5 PM – Intro to Python – Darin
DESCRIPTION:NEXT WEEK IS YOUR FINAL EXAM FROM 5-7PM!! STUDY WELL!\nThe google drive notes have been updated with the latest reviews. Your final exam is also open notes\, but not open internet.\nWhat We Did Today:\n\n\n\n\nFinished the robux system project\nReviewed for the final exam.\n\nHomework:\n\n\n\nMake 100% of progress on your final project and submit by Monday!. You should make sure you meet all the requirements as specified here: https://www.ayclogic.com/intro-to-python-final-project-criteria/. \nSubmit the .py file to the google drive if you are done. \n\n\n\nNotes:\nIf you have any questions\, email me at ddjapri@ayclogic.com \nClass notes can be found here: here
URL:https://www.ayclogic.com/event/5-pm-intro-to-python-darin-44/
CATEGORIES:Python Class,Python Level 1
END:VEVENT
BEGIN:VEVENT
DTSTART;TZID=America/Los_Angeles:20260408T190000
DTEND;TZID=America/Los_Angeles:20260408T200000
DTSTAMP:20260501T053244
CREATED:20260409T074439Z
LAST-MODIFIED:20260409T074936Z
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
END:VEVENT
BEGIN:VEVENT
DTSTART;TZID=America/Los_Angeles:20260406T190000
DTEND;TZID=America/Los_Angeles:20260406T200000
DTSTAMP:20260501T053244
CREATED:20260406T234352Z
LAST-MODIFIED:20260407T065604Z
UID:33088-1775502000-1775505600@www.ayclogic.com
SUMMARY:7 PM – AI/ML – Darin
DESCRIPTION:Today’s Activities:\n\nReviewed finals projects\, debugged streamlit and dataset related issues.\nFinished the Titanic Survival Rate Prediction Problem!\n\nHomework:\nNOTE: please click on save version for your respective final projects on the kaggle page. \nNOTE 2: Use these versions across your kaggle and your pycharm: \n!pip install --force-reinstall --no-cache-dir numpy==1.26.4 scipy==1.15.3 matplotlib==3.7.2 fastai==2.7.19 torch==2.6.0 pillow==10.4.0\nPart 1:\n\nContinue working on your final project.Your goal this week is to train multiple models and deploy them all with the option to choose between different models on streamlit. Upload your latest progress as an ipynb to the google drive.\n\nFor those with issues on training the models\, do this fix: \n!pip install -U "fastprogress==1.0.3"\nimport fastprogress\nprint("fastprogress:"\, fastprogress.__version__)\nThen ensure it is 1.0.3\, if it isn’t restart the notebook (theres a restart and clear cell output button on the top right of the notebook page). \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-19/
CATEGORIES:AI/ML,Python Class
END:VEVENT
BEGIN:VEVENT
DTSTART;TZID=America/Los_Angeles:20260401T190000
DTEND;TZID=America/Los_Angeles:20260401T200000
DTSTAMP:20260501T053244
CREATED:20260402T103452Z
LAST-MODIFIED:20260409T020130Z
UID:33059-1775070000-1775073600@www.ayclogic.com
SUMMARY:7 PM – AI/ML – Darin
DESCRIPTION:Today’s Activities:\n\nContinued the first project on Cat vs Dog classification\, doing deployment outside of Kaggle.\n\nHomework:\nPart 1\nIn your pycharm project\, do the following: \n# hw: \n# deploy the streamlit application\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\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-18/
CATEGORIES:AI/ML,Python Class
END:VEVENT
BEGIN:VEVENT
DTSTART;TZID=America/Los_Angeles:20260331T173000
DTEND;TZID=America/Los_Angeles:20260331T183000
DTSTAMP:20260501T053244
CREATED:20260401T013838Z
LAST-MODIFIED:20260401T013838Z
UID:33045-1774978200-1774981800@www.ayclogic.com
SUMMARY:5:30 PM – Intro to Python – Abigail
DESCRIPTION:Today We\n\n\n\n\nWe went over homework.\nWe continued to learn about functions.\n\nHomework\n(Upload your homework into your Google Drive HW folder a day before the class starts) \n\nMake a new file called “Mar31_Functions_With_Return_HW.py”\nCopy down code from pages 138 to 139.
URL:https://www.ayclogic.com/event/530-pm-intro-to-python-abigail-5/
CATEGORIES:Python Class,Python Level 1
END:VEVENT
BEGIN:VEVENT
DTSTART;TZID=America/Los_Angeles:20260330T190000
DTEND;TZID=America/Los_Angeles:20260330T200000
DTSTAMP:20260501T053244
CREATED:20260330T235041Z
LAST-MODIFIED:20260331T062753Z
UID:33029-1774897200-1774900800@www.ayclogic.com
SUMMARY:7 PM – AI/ML – Darin
DESCRIPTION:Today’s Activities:\n\nReviewed finals projects\, debugged streamlit and dataset related issues.\nFinished the Titanic Survival Rate Prediction Problem!\n\nHomework:\nPart 1:\n\nContinue working on your final project.\nYour goal this week is to train multiple models and deploy them all with the option to choose between different models on streamlit. Upload your latest progress as an ipynb to the google drive.\n\nFor those with issues on training the models\, do this fix: \n!pip install -U "fastprogress==1.0.3"\nimport fastprogress\nprint("fastprogress:"\, fastprogress.__version__)\nThen ensure it is 1.0.3\, if it isn’t restart the notebook (theres a restart and clear cell output button on the top right of the notebook page). \nPart 2:\n\nAdd some code in the Titanic Survival Rate project.\n\nCount how many passengers are male and how many are female. Use “Sex” column.\nFigure out the most expensive ticket price and the cheapest and the average. Use “Fare” column.\nFigure out how many people are younger than 10 years old. Use “Age” column.\n\n\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-16/
CATEGORIES:AI/ML,Python Class
END:VEVENT
BEGIN:VEVENT
DTSTART;TZID=America/Los_Angeles:20260328T123000
DTEND;TZID=America/Los_Angeles:20260328T133000
DTSTAMP:20260501T053244
CREATED:20260328T210256Z
LAST-MODIFIED:20260328T210256Z
UID:33020-1774701000-1774704600@www.ayclogic.com
SUMMARY:12:30 PM – Intro to Python – Abigail
DESCRIPTION:Today We\n\n\n\n\nWe went over homework.\nWe continued to learn about functions.\n\nHomework\n(Upload your homework into your Google Drive HW folder a day before the class starts) \n\nMake a new file called “Mar28_Functions2_HW.py”\nDo the try it yourself section on page 131.
URL:https://www.ayclogic.com/event/1230-pm-intro-to-python-abigail-4/
CATEGORIES:Python Class,Python Level 1
END:VEVENT
BEGIN:VEVENT
DTSTART;TZID=America/Los_Angeles:20260327T170000
DTEND;TZID=America/Los_Angeles:20260327T180000
DTSTAMP:20260501T053244
CREATED:20260328T000025Z
LAST-MODIFIED:20260328T010020Z
UID:33013-1774630800-1774634400@www.ayclogic.com
SUMMARY:5 PM – Intro to Python – Darin
DESCRIPTION:What We Did Today:\n\n\n\n\nContinued the grocery system project\, creating visuals for the text-based game\n\nHomework:\n\n\n\nMake 100% of progress on your final project!. You should make sure you meet all the requirements as specified here: https://www.ayclogic.com/intro-to-python-final-project-criteria/. \nSubmit the .py file to the google drive if you are done. \n\n\n\nNotes:\nIf you have any questions\, email me at ddjapri@ayclogic.com \nClass notes can be found here: here
URL:https://www.ayclogic.com/event/5-pm-intro-to-python-darin-43/
CATEGORIES:Python Class,Python Level 1
END:VEVENT
BEGIN:VEVENT
DTSTART;TZID=America/Los_Angeles:20260325T190000
DTEND;TZID=America/Los_Angeles:20260325T200000
DTSTAMP:20260501T053244
CREATED:20260326T031611Z
LAST-MODIFIED:20260326T031611Z
UID:32986-1774465200-1774468800@www.ayclogic.com
SUMMARY:7 PM – AI/ML – Darin
DESCRIPTION:Today’s Activities:\n\nContinued the first project on Cat vs Dog classification\nLearned more on how training an AI model in a supervised way works.\n\nHomework:\nIn your wed-mar4-catvsdog kaggle notebook\, do the following: \n# hw: \n# label your custom dataset properly with uppercase first letter for cats and lowercase\n# first letter for dogs\n\n# run prediction on each of your images in the dataset (you should have 25 dogs and 25 cats)\n# print out the accuracy of your model (how many times it got correct / total attempts)\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-15/
CATEGORIES:Python Class,Python Level 1
END:VEVENT
BEGIN:VEVENT
DTSTART;TZID=America/Los_Angeles:20260324T173000
DTEND;TZID=America/Los_Angeles:20260324T183000
DTSTAMP:20260501T053244
CREATED:20260325T014051Z
LAST-MODIFIED:20260325T014051Z
UID:32970-1774373400-1774377000@www.ayclogic.com
SUMMARY:5:30 PM – Intro to Python – Abigail
DESCRIPTION:Today We\n\n\n\n\nWe went over the quiz.\nWe learned about functions.\n\nHomework\n(Upload your homework into your Google Drive HW folder a day before the class starts) \n\nCopy down code from pages 130-133.\n\nIf you have any questions\, email me at abigail@ayclogic.com
URL:https://www.ayclogic.com/event/530-pm-intro-to-python-abigail-4/
CATEGORIES:Python Class,Python Level 1
END:VEVENT
BEGIN:VEVENT
DTSTART;TZID=America/Los_Angeles:20260323T190000
DTEND;TZID=America/Los_Angeles:20260323T200000
DTSTAMP:20260501T053244
CREATED:20260323T215733Z
LAST-MODIFIED:20260324T031751Z
UID:32953-1774292400-1774296000@www.ayclogic.com
SUMMARY:7 PM – AI/ML – Darin
DESCRIPTION:Today’s Activities:\n\nReviewed finals projects\nContinued the Titanic Survival Rate Prediction Problem\n\nHomework:\nFor everyone: \n\nContinue working on your final project. You should have a model trained already at this point\, and you want to get streamlit up and running for testing model deployment! Upload your latest progress as an ipynb to the google drive.\n\nFor those with issues on training the models\, do this fix: \n!pip install -U "fastprogress==1.0.3"\nimport fastprogress\nprint("fastprogress:"\, fastprogress.__version__)\nThen ensure it is 1.0.3\, if it isn’t restart the notebook (theres a restart and clear cell output button on the top right of the notebook page). \n  \nAlso in the latest titanic surival project\, jot down one observation you have on what the model learned or some trend in the data (for example in class we observed that higher ages lead to lower survival rates) \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-14/
CATEGORIES:AI/ML,Python Class
END:VEVENT
BEGIN:VEVENT
DTSTART;TZID=America/Los_Angeles:20260320T170000
DTEND;TZID=America/Los_Angeles:20260320T180000
DTSTAMP:20260501T053244
CREATED:20260320T233756Z
LAST-MODIFIED:20260320T233756Z
UID:32923-1774026000-1774029600@www.ayclogic.com
SUMMARY:5 PM – Intro to Python – Darin
DESCRIPTION:What We Did Today:\n\n\n\n\nContinued the grocery system project\, creating visuals for the text-based game\n\nHomework:\n\n\n\nMake 75% of progress on your final project which means drawing two object functions or more. You should be close to finished! \nSubmit the .py file to the google drive if you are done. \n\n\n\nNotes:\nIf you have any questions\, email me at ddjapri@ayclogic.com \nClass notes can be found here: here
URL:https://www.ayclogic.com/event/5-pm-intro-to-python-darin-42/
CATEGORIES:Python Class,Python Level 1
END:VEVENT
BEGIN:VEVENT
DTSTART;TZID=America/Los_Angeles:20260318T190000
DTEND;TZID=America/Los_Angeles:20260318T200000
DTSTAMP:20260501T053244
CREATED:20260320T011814Z
LAST-MODIFIED:20260320T011814Z
UID:32915-1773860400-1773864000@www.ayclogic.com
SUMMARY:7 PM – AI/ML – Darin
DESCRIPTION:Today’s Activities:\n\nContinued the first project on Cat vs Dog classification\nLearned more on how training an AI model in a supervised way works.\n\nHomework:\nIn your wed-mar4-catvsdog kaggle notebook\, do the following: \n# hw: \n# Ensure your individual custom dataset images have capitalization of the first letter of the file name\n\n# run prediction on each image in ur custom dataset then\nsee if there are any errors\, and print out the number of correct guesses\n\n# you can use the labeling function to test correctness.\nso something like:\nif predicted_ans == true_ans:\n   corrects += 1\n\n# hint: run a for loop over the list of your custom images\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-13/
CATEGORIES:AI/ML,Python Class
END:VEVENT
BEGIN:VEVENT
DTSTART;TZID=America/Los_Angeles:20260317T173000
DTEND;TZID=America/Los_Angeles:20260317T183000
DTSTAMP:20260501T053244
CREATED:20260318T013854Z
LAST-MODIFIED:20260318T013854Z
UID:32891-1773768600-1773772200@www.ayclogic.com
SUMMARY:5:30 PM – Intro to Python – Abigail
DESCRIPTION:Today We\n\n\n\n\nWe went over the practice quiz.\n\nHomework\n\nPractice while loops.\nStudy for the quiz on Saturday!\n\nIf you have any questions\, email me at abigail@ayclogic.com
URL:https://www.ayclogic.com/event/530-pm-intro-to-python-abigail-3/
CATEGORIES:Python Class,Python Level 1
END:VEVENT
BEGIN:VEVENT
DTSTART;TZID=America/Los_Angeles:20260314T123000
DTEND;TZID=America/Los_Angeles:20260314T133000
DTSTAMP:20260501T053244
CREATED:20260314T204423Z
LAST-MODIFIED:20260314T204423Z
UID:32873-1773491400-1773495000@www.ayclogic.com
SUMMARY:12:30 PM – Intro to Python – Abigail
DESCRIPTION:Today We\n\n\n\n\nWe went over homework.\nWe reviewed all previous topics for the quiz.\n\nHomework\n(Upload your homework into your Google Drive HW folder a day before the class starts) \n\nDo these exercises: https://www.ayclogic.com/intro-to-python-exercises/.\nYou have a quiz next class covering these topics\, make sure to study!\n\nVariable & Data Types\nInput from Shell\nIf statements\nFor loop & While loops\nLists\n\n\n\nIf you have any questions\, email me at abigail@ayclogic.com
URL:https://www.ayclogic.com/event/1230-pm-intro-to-python-abigail-3/
CATEGORIES:Python Class,Python Level 1
END:VEVENT
BEGIN:VEVENT
DTSTART;TZID=America/Los_Angeles:20260313T170000
DTEND;TZID=America/Los_Angeles:20260313T180000
DTSTAMP:20260501T053244
CREATED:20260314T002949Z
LAST-MODIFIED:20260314T010344Z
UID:32856-1773421200-1773424800@www.ayclogic.com
SUMMARY:5 PM – Intro to Python – Darin
DESCRIPTION:What We Did Today:\n\n\n\n\nReviewed how to make shape functions.\nContinued the grocery system project.\n\nHomework:\n\n\n\nMake 50% of progress on your final project which means drawing two object functions or more. Submit the .py file to the google drive if you are done. \n\n\n\nNotes:\nIf you have any questions\, email me at ddjapri@ayclogic.com \nClass notes can be found here: here
URL:https://www.ayclogic.com/event/5-pm-intro-to-python-darin-41/
CATEGORIES:Python Class,Python Level 1
END:VEVENT
BEGIN:VEVENT
DTSTART;TZID=America/Los_Angeles:20260311T190000
DTEND;TZID=America/Los_Angeles:20260311T200000
DTSTAMP:20260501T053244
CREATED:20260312T031009Z
LAST-MODIFIED:20260312T031009Z
UID:32837-1773255600-1773259200@www.ayclogic.com
SUMMARY:7 PM – AI/ML – Darin
DESCRIPTION:Today’s Activities:\n\nIntroduced the training pipeline for Supervised Learning at a high level.\nIntroduced Kaggle as a platform for running ML code.\n\nHomework:\nIn your wed-mar4-catvsdog kaggle notebook\, add in 25 cat images and 25 dog images to a new dataset named “CatVSDog_Test_Images“. These should be random and not duplicates of one another. You may use photos of your own cat/dog if you have one. \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-12/
CATEGORIES:AI/ML,Python Class
END:VEVENT
BEGIN:VEVENT
DTSTART;TZID=America/Los_Angeles:20260310T173000
DTEND;TZID=America/Los_Angeles:20260310T183000
DTSTAMP:20260501T053244
CREATED:20260311T014352Z
LAST-MODIFIED:20260311T014352Z
UID:32815-1773163800-1773167400@www.ayclogic.com
SUMMARY:5:30 PM – Intro to Python – Abigail
DESCRIPTION:Today We\n\n\n\n\nWe went over homework.\nWe finish going over for loops.\nWe went over while loops.\n\nHomework\n(Upload your homework into your Google Drive HW folder a day before the class starts) \n\nMake a new file called “Mar10_WhileLoop_HW.py”\nPages 121-123\, Copy down the code.\nPage 123-124\, do the “Try it Yourself” sections 7-4 to 7-7.\n\nIf you have any questions\, email me at abigail@ayclogic.com
URL:https://www.ayclogic.com/event/530-pm-intro-to-python-abigail-2/
CATEGORIES:Python Class,Python Level 1
END:VEVENT
BEGIN:VEVENT
DTSTART;TZID=America/Los_Angeles:20260309T190000
DTEND;TZID=America/Los_Angeles:20260309T200000
DTSTAMP:20260501T053244
CREATED:20260310T033604Z
LAST-MODIFIED:20260310T035916Z
UID:32805-1773082800-1773086400@www.ayclogic.com
SUMMARY:7 PM – AI/ML – Darin
DESCRIPTION:Today’s Activities:\n\nReviewed finals projects\nReviewed using pandas\nStarted the Titanic Survival Rate Prediction Problem\n\nHomework:\nFor everyone: \n\nContinue working on your final project. You want to finish training your model! Upload your latest progress as an ipynb to the google drive.\n\nFor those with issues on training the models\, do this fix: \n!pip install -U "fastprogress==1.0.3"\nimport fastprogress\nprint("fastprogress:"\, fastprogress.__version__)\nThen ensure it is 1.0.3\, if it isn’t restart the notebook (theres a restart and clear cell output button on the top right of the notebook page). \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-11/
CATEGORIES:AI/ML,Python Class
END:VEVENT
BEGIN:VEVENT
DTSTART;TZID=America/Los_Angeles:20260307T123000
DTEND;TZID=America/Los_Angeles:20260307T133000
DTSTAMP:20260501T053244
CREATED:20260307T214328Z
LAST-MODIFIED:20260307T214402Z
UID:32782-1772886600-1772890200@www.ayclogic.com
SUMMARY:12:30 PM – Intro to Python – Abigail
DESCRIPTION:Today We\n\n\n\n\nWe went over homework.\nWe went over for loops.\n\nHomework\n(Upload your homework into your Google Drive HW folder a day before the class starts) \n\nMake a new file called “Mar7_ForLoop_HW.py”\nCopy down code from page 54-55.\n(Page 56 – Try it Yourself Section) do 4-1 to 4-2.\n\nIf you have any questions\, email me at abigail@ayclogic.com
URL:https://www.ayclogic.com/event/1230-pm-intro-to-python-abigail-2/
CATEGORIES:Python Class,Python Level 1
END:VEVENT
BEGIN:VEVENT
DTSTART;TZID=America/Los_Angeles:20260306T170000
DTEND;TZID=America/Los_Angeles:20260306T180000
DTSTAMP:20260501T053244
CREATED:20260307T014410Z
LAST-MODIFIED:20260307T020755Z
UID:32773-1772816400-1772820000@www.ayclogic.com
SUMMARY:5 PM – Intro to Python – Darin
DESCRIPTION:What We Did Today:\n\n\n\n\nReviewed how to make shape functions.\nCreated a kaleidoscope that changes colors using turtle python.\n\nHomework:\nIF YOU HAVEN’T ALREADY\, FINISH YOUR FINAL PROJECT PROPOSAL: \nCreate your final project proposal on paper or digital drawing! Upload a png\, jpg\, or pdf file of your proposal through taking a picture/screenshot to the google drive when done\, and name it FinalProjectProposal.extension. \nThe final project criteria is shown here: https://www.ayclogic.com/intro-to-python-final-project-criteria/. You must make sure your project proposal fits the criteria. However for this proposal you don’t need to color it\, you may just use text to describe the color of the things in your scene. \nYou can look at past projects for inspiration\, but do not duplicate what has been done 1:1 – https://www.ayclogic.com/python-projects/ \nThese are examples of project proposals: \n\n  \n\n\nOTHERWISE: \nMake 25% of progress on your final project which means drawing two object functions or more. Submit the .py file to the google drive if you are done. \n\n\n\nNotes:\nIf you have any questions\, email me at ddjapri@ayclogic.com \nClass notes can be found here: here
URL:https://www.ayclogic.com/event/5-pm-intro-to-python-darin-40/
CATEGORIES:Python Class,Python Level 1
END:VEVENT
BEGIN:VEVENT
DTSTART;TZID=America/Los_Angeles:20260304T190000
DTEND;TZID=America/Los_Angeles:20260304T200000
DTSTAMP:20260501T053244
CREATED:20260305T062853Z
LAST-MODIFIED:20260305T063006Z
UID:32754-1772650800-1772654400@www.ayclogic.com
SUMMARY:7 PM – AI/ML – Darin
DESCRIPTION:Today’s Activities:\n\nIntroduced the topic of ML/AI at a high level.\nIntroduced Kaggle as a platform for running ML code.\n\nHomework:\nCopy the contents from this google colab file to kaggle\, and complete the hw\, then save as .ipynb: https://colab.research.google.com/drive/1qjmmP4LhSIgVD0qmExb_fmuB-Sm_511n \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-10/
CATEGORIES:AI/ML,Python Class
END:VEVENT
BEGIN:VEVENT
DTSTART;TZID=America/Los_Angeles:20260303T173000
DTEND;TZID=America/Los_Angeles:20260303T183000
DTSTAMP:20260501T053244
CREATED:20260304T023848Z
LAST-MODIFIED:20260304T023848Z
UID:32745-1772559000-1772562600@www.ayclogic.com
SUMMARY:5:30 PM – Intro to Python – Abigail
DESCRIPTION:Today We\n\n\n\n\nWe went over homework.\nWe went over lists.\n\nHomework\n(Upload your homework into your Google Drive HW folder a day before the class starts) \n\nMake a new file called “Mar3_List_HW.py”\nCopy down code from page 37-41.\n(Optional)(Page 42 – Try it Yourself Section) do 3-4 to 3-6.\n\nIf you have any questions\, email me at abigail@ayclogic.com
URL:https://www.ayclogic.com/event/530-pm-intro-to-python-abigail/
CATEGORIES:Python Class,Python Level 1
END:VEVENT
BEGIN:VEVENT
DTSTART;TZID=America/Los_Angeles:20260302T190000
DTEND;TZID=America/Los_Angeles:20260302T200000
DTSTAMP:20260501T053244
CREATED:20260303T041846Z
LAST-MODIFIED:20260303T041916Z
UID:32729-1772478000-1772481600@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:\nFor Reine: \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. \n  \nFor everyone: \n\nContinue working on your final project. You want to at least ensure you have the data loader setup with the proper transformations (also at this point it should be easy to run training once you have the dataloader). Upload your latest progress as an ipynb to the google drive.\nCreate a new kaggle notebook Mar9_PandasHW.ipynb and do the following:\nYoutube.csv  \n\nUse this csv file – https://drive.google.com/file/d/1kP6A9y0UBssOg3Exunv9Mnmilb0657Sh/view?usp=drive_link \nLoad the data\n\nShow only the Channel and Subscribers columns\n\nFind channels with more than 2000 subscribers\n\nAdd a column Subs_per_Video\n\nWhich channel is the most efficient?\n\n\n\nHW Note: you can display rows with conditions like this:\ndf_math_greater_than_80 = df[df["Math"] > 80]\nprint("\nStudents with Math Score Greater Than 80:")\nprint(df_math_greater_than_80)\nprint(df.head())\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-9/
CATEGORIES:AI/ML,Python Class
END:VEVENT
BEGIN:VEVENT
DTSTART;TZID=America/Los_Angeles:20260228T123000
DTEND;TZID=America/Los_Angeles:20260228T133000
DTSTAMP:20260501T053244
CREATED:20260228T212946Z
LAST-MODIFIED:20260228T212946Z
UID:32711-1772281800-1772285400@www.ayclogic.com
SUMMARY:12:30 PM – Intro to Python – Abigail
DESCRIPTION:Today We\n\n\n\n\nWe went over homework.\nWe went over input from shell.\n\nHomework\n(Upload your homework into your Google Drive HW folder a day before the class starts) \n\nMake a new file called “Feb28_InputFromShell_HW.py”\nCopy down code from page 114-117.\n(Page 117 – Try it Yourself Section) do 7-1 to 7-2.\n\nIf you have any questions\, email me at abigail@ayclogic.com
URL:https://www.ayclogic.com/event/1230-pm-intro-to-python-abigail/
CATEGORIES:Python Class,Python Level 1
END:VEVENT
BEGIN:VEVENT
DTSTART;TZID=America/Los_Angeles:20260227T170000
DTEND;TZID=America/Los_Angeles:20260227T180000
DTSTAMP:20260501T053244
CREATED:20260228T020748Z
LAST-MODIFIED:20260228T021005Z
UID:32697-1772211600-1772215200@www.ayclogic.com
SUMMARY:5 PM – Intro to Python – Darin
DESCRIPTION:What We Did Today:\n\n\n\n\nLearnt more on function chaining for whole shapes.\nMade a robot and spaceship function duplicator.\nLearnt how to draw circles in python using turtle.\n\nHomework:\nCreate your final project proposal on paper or digital drawing! Upload a png\, jpg\, or pdf file of your proposal through taking a picture/screenshot to the google drive when done\, and name it FinalProjectProposal.extension. \nThe final project criteria is shown here: https://www.ayclogic.com/intro-to-python-final-project-criteria/. You must make sure your project proposal fits the criteria. However for this proposal you don’t need to color it\, you may just use text to describe the color of the things in your scene. \nYou can look at past projects for inspiration\, but do not duplicate what has been done 1:1 – https://www.ayclogic.com/python-projects/ \nThese are examples of project proposals: \n\n  \n\nNotes:\nIf you have any questions\, email me at ddjapri@ayclogic.com \nClass notes can be found here: here
URL:https://www.ayclogic.com/event/5-pm-intro-to-python-darin-39/
CATEGORIES:Python Class,Python Level 1
END:VEVENT
BEGIN:VEVENT
DTSTART;TZID=America/Los_Angeles:20260223T190000
DTEND;TZID=America/Los_Angeles:20260223T200000
DTSTAMP:20260501T053244
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
END:VEVENT
BEGIN:VEVENT
DTSTART;TZID=America/Los_Angeles:20260220T170000
DTEND;TZID=America/Los_Angeles:20260220T180000
DTSTAMP:20260501T053244
CREATED:20260221T020516Z
LAST-MODIFIED:20260221T020516Z
UID:32625-1771606800-1771610400@www.ayclogic.com
SUMMARY:5 PM – Intro to Python – Darin
DESCRIPTION:What We Did Today:\n\n\n\n\nLearnt more about turtle\, how to use functions to draw shapes\, adding more parameters to the functions.\nTried to copy over a collection of shapes from one location to the next (this will be hw)\n\nHomework:\nContinue in the file Feb20_RobotDuplication.py and: \nCreate a function called makeRobot(x\, y) that lets you draw the full robot anywhere. \nRefer to Feb20_FunctionChaining.py to figure out how to decide on the x and y values. The key idea is that when you input a x and y value\, all the shapes move together. \n\n\nNotes:\nIf you have any questions\, email me at ddjapri@ayclogic.com \nClass notes can be found here: here
URL:https://www.ayclogic.com/event/5-pm-intro-to-python-darin-38/
CATEGORIES:Python Class,Python Level 1
END:VEVENT
END:VCALENDAR