Dieke Sydney C.
✦ Pro @Sydney205I'm a Data scientist passionate about online education, AI, and using data to build impactful solutions
Initial commit
github.com/Sydney205/notebook-portfolio/commit/b65f46ec1c0ee71ec1f552b221e828312ec7459aCreated using Colab
github.com/Sydney205/evaluate/commit/73e5cffc936bb36c88c44032121f20cff099fbc9Deployed a student dropout prediction model
Machine learning model that predicts student dropout risk in online learning using the OULAD dataset to enable early academic intervention
Enhance markdown description for dropout prediction
github.com/Sydney205/oulad-student-dropout-prediction/commit/6eb80ca8d930f147f48e8601832ebcf004538c8bUpdated the text cells with improved explanations
github.com/Sydney205/oulad-student-dropout-prediction/commit/c528093168bf0066af862d8b706a91a08919c054Updated text cells with imroved explanation
github.com/Sydney205/oulad-student-dropout-prediction/commit/8141b27728eb7e2e977af82998c6058b42123391Refactor model loading and input handling
github.com/Sydney205/oulad-student-dropout-prediction/commit/33ae11fff3fdc5f99bc1d7f661b513532eda8fe5Refactor dropout prediction logic and UI elements
github.com/Sydney205/oulad-student-dropout-prediction/commit/1f1017f05dbe247a0b79dbdaca699d61bf2b91d3Change emoji in title from graduation cap to female graduate
github.com/Sydney205/oulad-student-dropout-prediction/commit/f7e30ee460932d7595222b179560503cfa6373d7Refactor model loading and update UI elements
github.com/Sydney205/oulad-student-dropout-prediction/commit/c85a3a49eb2bf2efec083ff608f848715def2e55Remove all comments
github.com/Sydney205/oulad-student-dropout-prediction/commit/b3454bf405b3769557f40851005f40bf1b2113abAdded Dev Container Folder
github.com/Sydney205/oulad-student-dropout-prediction/commit/f8ac689551959b774ed06a1daca8d9d16c0b6891Add files via upload
github.com/Sydney205/oulad-student-dropout-prediction/commit/7ec152e99db46ec4759ad2ec64b3fb3f3f57fa86Improve error handling for model file loading
github.com/Sydney205/oulad-student-dropout-prediction/commit/04d8935564eb90699d9f75f50e3adeb51c2ac23aInitialize README with project details and setup instructions
github.com/Sydney205/oulad-student-dropout-prediction/commit/b5d71d4268de03f5d966ba8e4f542cd55fff63afAdd Streamlit app for student dropout prediction
github.com/Sydney205/oulad-student-dropout-prediction/commit/7825512cf4f70f9aea29738593491dab65ae397fsaved the model
github.com/Sydney205/oulad-student-dropout-prediction/commit/b22d26426231d4057d1bba02af90bc1fe7238969[refactor]: Improved model
github.com/Sydney205/oulad-student-dropout-prediction/commit/29075b6b0ab1f05f19b07534ee5f305ce9dcd7f5Evaluating model
github.com/Sydney205/oulad-student-dropout-prediction/commit/674fa39040913e5b940eb87592a54dfa4c8b01beTraining the model
github.com/Sydney205/oulad-student-dropout-prediction/commit/eede1c92405d055b018f22d309aeeb9dea149c9cUpdated import codes
github.com/Sydney205/oulad-student-dropout-prediction/commit/f4086a7196b2b635603b6aa2482c1b1860b512eaOrdinal encoding for ordered categorical variables: highest_education, imd_band, age_band
github.com/Sydney205/oulad-student-dropout-prediction/commit/e7bde778204075cac8c0893fff4a0306dcb61ef3One hot encoded ['gender', 'region']
github.com/Sydney205/oulad-student-dropout-prediction/commit/f838270a80eaa97f657de1e2b8f40441e93989bcFixed 'disability' word typo
github.com/Sydney205/oulad-student-dropout-prediction/commit/370bdf74f93a33ef32ffd914a34e3ec099907bd2Encoding categorical columns
github.com/Sydney205/oulad-student-dropout-prediction/commit/4c1e6e652dc96fbd9557911f1d78ee56faefc716