Rhys - Study guides, Revision notes & Summaries

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Nutrition_Case_Study_ML_Week9_NEC Nutrition_Case_Study_ML_Week9_NEC
  • Nutrition_Case_Study_ML_Week9_NEC

  • Exam (elaborations) • 13 pages • 2023
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  • The main objective is to write a fully executed R-Markdown program performing regression prediction for the response variable using the best models found for kNN, Random Forest and XGBoost techniques predicting the response variable in the Nutrition case study. Make sure to describe the final hyperparameter settings of all algorithms that were used for comparison purposes. You are required to clearly display and explain the models that were run for this task and their effect on the reduction of...
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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
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  • 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
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  • 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.
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Human_Activity_Recognition_Case_Analysis_ML_Week14_NEC Human_Activity_Recognition_Case_Analysis_ML_Week14_NEC
  • Human_Activity_Recognition_Case_Analysis_ML_Week14_NEC

  • Exam (elaborations) • 67 pages • 2023
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  • The main objective is to write a fully executed R-Markdown program performing EDA on the given data on the human activity recognition experiment collected through smart watches.
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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
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  • 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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MNIST_Fashion_MNIST_image_data_ML_Wk11_NEC_Solved MNIST_Fashion_MNIST_image_data_ML_Wk11_NEC_Solved
  • MNIST_Fashion_MNIST_image_data_ML_Wk11_NEC_Solved

  • Exam (elaborations) • 14 pages • 2023
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  • The main objective is to write a fully executed R-Markdown program performing dimension reduction on a high dimensional image data using MNIST (digits) and Fashion MNIST (apparel) images that are 28 x 28 pixels resolution. Make sure to describe the final hyperparameter settings of all algorithms that were used for comparison purposes.
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Porth's Pathophysiology 10th EditionCh 28 Disorders of Cardiac Conduction and Rhythm Porth's Pathophysiology 10th EditionCh 28 Disorders of Cardiac Conduction and Rhythm
  • Porth's Pathophysiology 10th EditionCh 28 Disorders of Cardiac Conduction and Rhythm

  • Exam (elaborations) • 12 pages • 2023
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  • Porth's Pathophysiology 10th EditionCh 28 Disorders of Cardiac Conduction and RhythmPorth's Pathophysiology 10th EditionCh 28 Disorders of Cardiac Conduction and RhythmPorth's Pathophysiology 10th EditionCh 28 Disorders of Cardiac Conduction and Rhythm
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Human_Activity _Recognition_Case_Study_ML_Week15_NEC Human_Activity _Recognition_Case_Study_ML_Week15_NEC
  • Human_Activity _Recognition_Case_Study_ML_Week15_NEC

  • Exam (elaborations) • 39 pages • 2023
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  • The objective is to write a formal analysis report finishing the objectives set forth in the final case analysis document. A sample template for the final report is provided that contains minimum requirements for the report including the following sections: Introduction, Analysis and Results, Methodology, Limitations and Conclusion. You are required to follow the report template and explain the findings including final models ran for the task.
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Nutrition_Case_Study_ML_Week10_NEC Nutrition_Case_Study_ML_Week10_NEC
  • Nutrition_Case_Study_ML_Week10_NEC

  • Exam (elaborations) • 4 pages • 2023
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  • Write a formal report on your findings from the last several weeks for the regression problem of the Nutrition Case Study. The main objective is to write a fully executed R-Markdown program performing regression prediction using the best models found for and comparing the cost functions and R-square values. Make sure to describe the final hyperparameter settings of all algorithms that were used for comparison purposes. Perform EDA on MNIST and Fashion MNIST data and share your findings in the...
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MN 566 MIDTERM REAL EXAM 100 QUESTIONS AND VERIFIED ANSWERS 2024-2025 LATEST UPDATE//GRADED A+ A physical therapist is treating a 25-year-old female with complaints of episodes of sharp low back pain when she makes quick movements. Lumbopelvic rhythm is r
  • MN 566 MIDTERM REAL EXAM 100 QUESTIONS AND VERIFIED ANSWERS 2024-2025 LATEST UPDATE//GRADED A+ A physical therapist is treating a 25-year-old female with complaints of episodes of sharp low back pain when she makes quick movements. Lumbopelvic rhythm is r

  • Exam (elaborations) • 20 pages • 2024
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  • MN 566 MIDTERM REAL EXAM 100 QUESTIONS AND VERIFIED ANSWERS LATEST UPDATE//GRADED A+ A physical therapist is treating a 25-year-old female with complaints of episodes of sharp low back pain when she makes quick movements. Lumbopelvic rhythm is reversed and PA testing reveals hypermobility throughout the lumbar spine. Which of the following diagnoses would you consider to be most likely? MN 566 MIDTERM REAL EXAM 100 QUESTIONS AND VERIFIED ANSWERS LATEST UPDATE//GRADED A+ A physical therapi...
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