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Machine Learning for Environmental Application

Machine Learning for Environmental Application

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Responsible Management Education
Last Update 10/24/2026
Completion Time 2 days 13 hours 4 minutes
Members 4
  • Course Home
    9Lessons · 2 days 40 min
    • 2107541___01___Introduction-1827073-17864235501752
    • 2107541___02___Supervised_(Classification__DT__NB)_removed-1827073-17869341007259
    • 2107541___03___Supervised_(Classification__Logistic__SVM)-1827073-17877058220700
    • 2107541___04___Supervised_(Classification__KNN__model_evaluation)-1827073-17882389775596
    • 2107541___05___Data_Preprocessing___Supervised_(Regression))_(1)-1827073-17889165137756
    • 2107541___06___Supervised_Learning_(Regression___Model_Evaluation)-1827073-17895205029386
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    • 2107541___07___Supervised_Learning_(Ensemble_Learning)-1827073-17913344029285
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    • 2107541___08___Unsupervised_Learning_(Clustering)-1827073-17919024276242
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    • 2107541___09___Unsupervised_Learning_(Dimensionality_Reduction))-1827073-17925433752679
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  • Web Resources
    8Lessons · 12 hr 14 min
    • 2107541 - Lecture 1: Introduction to Machine Learning
    • 2107541 - Lecture 2: Supervised Learning (Classification I - DT, NB)
    • 2107541 - Lecture 3: Supervised Learning (Classification II - Logistic Regression, SVM)
    • 2107541 - Lecture 4: Supervised Learning (Classification III - KNN & Model Evaluation)
    • 2107541 - Lecture 5: Data Preprocessing & Supervised Learning (Regression I)
    • 2107541 - Lecture 6: Supervised Learning: Regression II & Model Evaluation
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    • 2107541 - Lecture 7: Supervised Learning (Ensemble Learning)
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    • 2107541 - Lecture 8: Unsupervised Learning (Clustering)
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  • Schedule
    1Lessons · 10 min
    • 2107541___Course_Schedule-1827073-17866919013203