Santander bank case study - Study guides, Class notes & Summaries

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Fundamentals_of_ensemble_modeling_Week5_NEC Fundamentals_of_ensemble_modeling_Week5_NEC
  • Fundamentals_of_ensemble_modeling_Week5_NEC

  • Exam (elaborations) • 13 pages • 2023
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  • Write a fully executed R-Markdown program and submit a pdf / word or html file performing classification task using Random Forest and XGBoost algorithms on the Binary response variable from the Santander Bank Case Study. Make sure to try various hyperparameter settings of the two algorithms to find the best available models. You are required to clearly display and explain the models that were run for this task and their effect on the reduction of the Cost Function.
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Santander_Bank_Case_Study_ML_Week6_NEC Santander_Bank_Case_Study_ML_Week6_NEC
  • Santander_Bank_Case_Study_ML_Week6_NEC

  • Exam (elaborations) • 16 pages • 2023
  • Available in package deal
  • Write a formal report on your findings from the last several weeks for the classification of the Santander Bank Case Study. The main objective is to write a fully executed R-Markdown program performing classification using the best models found for logistic regression, SVM, Random Forest and XGBoost algorithms, and comparing the values of their cost functions and accuracy scores. Make sure to describe the final hyperparameter settings of all algorithms that were used for comparison purposes. ...
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Classification_with_Logistic_Regression_Week3_NEC Classification_with_Logistic_Regression_Week3_NEC
  • Classification_with_Logistic_Regression_Week3_NEC

  • Exam (elaborations) • 30 pages • 2023
  • Available in package deal
  • Write a fully executed R-Markdown program and submit a pdf / word or html file performing classification task on the Binary response variable from the Santander Bank Case Study. Make sure to try several permutations of the model before finding the best available model. You are required to clearly display and explain the models that were run for this task.
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Fundamentals_of_Linear_Predictive_Modeling Fundamentals_of_Linear_Predictive_Modeling
  • Fundamentals_of_Linear_Predictive_Modeling

  • Exam (elaborations) • 7 pages • 2023
  • Available in package deal
  • Write a fully executed R-Markdown program and submit a pdf / word or html file performing classification task on the Binary response variable from the Santander Bank Case Study. Make sure to try various hyperparameters of the SVM algorithm to find the best available model. You are required to clearly display and explain the models that were run for this task and their effect on the reduction of the Cost Function.
    (0)
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Fundamentals_of_ML_Week2_NEC Fundamentals_of_ML_Week2_NEC
  • Fundamentals_of_ML_Week2_NEC

  • Exam (elaborations) • 15 pages • 2023
  • Available in package deal
  • Write a fully executed R-Markdown program and submit a pdf / word or html file. The program should merge / join the data files given to you as part of the Santander Bank Case Study. You are then required to perform Exploratory Data Analysis (EDA) along with describing the features of the response variable, visualizing a few predictors, and clearly explaining the findings.
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Machine_Learning_Week6_NEC_Solved Machine_Learning_Week6_NEC_Solved
  • Machine_Learning_Week6_NEC_Solved

  • Exam (elaborations) • 16 pages • 2023
  • Available in package deal
  • Santander Bank Case Study Write a formal report on your findings from the last several weeks for the classification of the Santander Bank Case Study. The main objective is to write a fully executed R-Markdown program performing classification using the best models found for logistic regression, SVM, Random Forest and XGBoost algorithms, and comparing the values of their cost functions and accuracy scores.
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Building_Infrastructure_for_21st_Century
  • Building_Infrastructure_for_21st_Century

  • Exam (elaborations) • 88 pages • 2024
  • Produced by: Jindal School of International Affairs Center for African, Latin American and Caribbean Studies at O.P. Jindal Global University Delhi NCR, India Conectas Human Rights – Brazil São Paulo, Brazil 2nd edition: November, 2017 Written by: Karin Costa Vazquez, Jindal School of International Affairs Center for African, Latin American and Caribbean Studies, India Supriya Roychoudhury - Center for African, Latin American and Caribbean Studies, India Caio Borges – ...
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