Schedule
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EventDateDescriptionCourse Material
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Lecture10/07/2023
SaturdayIntroduction to data science[slides] -
Assignment10/17/2023
TuesdayAssignment 1 - Statistical Analysis released! -
Lecture10/21/2023
SaturdayIntroduction to data science(2)[slides] -
Due10/27/2023 23:59
FridayAssignment #1 due -
Lecture11/04/2023
SaturdayData Visualization[slides] -
Lecture11/04/2023
SaturdayFeature Engineering[slides] -
Assignment11/08/2023
WednesdayAssignment 2 - EDA & Visualization released! -
Assignment11/08/2023
WednesdayAssignment 3 - Feature Engineering released! -
Due11/15/2023 23:59
WednesdayAssignment #2 due -
Due11/21/2023 23:59
TuesdayAssignment #3 due -
Lecture12/01/2023
FridayIntro to Supervised learning[slides] -
Lecture12/02/2023
SaturdaySupervised learning[slides] -
Lecture12/03/2023
SundayUnsupervised learning[slides] -
Lecture12/04/2023
MondayDecision Tree[slides] -
Lecture12/05/2023
TuesdayBasic Neural Network[slides] -
Lecture12/05/2023
TuesdaySVM[slides] -
Lecture12/06/2023
WednesdayPCA & SVM[slides] -
Assignment12/09/2023
SaturdayAssignment 4 -Model Selection released! -
Due12/15/2023 23:59
FridayAssignment #4 due -
Lecture12/20/2023
WednesdayHyperparameter Tuning[slides] -
Lecture12/23/2023
SaturdayRecommendation Systems[slides] -
Assignment12/26/2023
TuesdayAssignment 5 -Recommendation Systems released! -
Due01/02/2024 23:59
TuesdayAssignment #4 due