Schedule
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EventDateDescriptionCourse Material
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Assignment09/23/2024
MondayHousing Prices (Understanding the problem) released! -
Lecture09/24/2024
TuesdayIntroduction and Logistics[slides] [students_notes]Suggested Readings:
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Lecture10/01/2024
TuesdayPython bootstrap[notes] [student_notes]Suggested Readings:
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Lecture10/08/2024
TuesdayNumpy and Pandas[notes] -
Due10/13/2024 23:59
SundayAssignment #1 due -
Assignment10/14/2024
MondayDiscovering Data and EDA released! -
Lecture10/15/2024
TuesdayData and Preprocessing[notes]Suggested Readings:
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Lecture10/22/2024
TuesdayData Similarity and Dissimilarity measures[notes]Suggested Readings:
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Due10/30/2024 23:59
WednesdayAssignment #2 due -
Lecture11/12/2024
TuesdayClassification Decision Trees[slides]Suggested Readings:
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Assignment11/14/2024
ThursdayDecision Tree Classification released! -
Assignment11/14/2024
ThursdayClassification with Naives Bayes released! -
Lecture11/20/2024
WednesdayClassification with Support Vector Machine[notes]Suggested Readings:
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Due11/30/2024 23:59
SaturdayAssignment #3 due -
Lecture12/02/2024
MondayClassification with Naive Bayes[slides] -
Due12/15/2024 23:59
SundayAssignment #3 due -
Lecture12/21/2024
SaturdayClustering Methods[slides]Suggested Readings: