[ DevCourseWeb.com ] Udemy - Data Science - Credit Card Fraud Detection - Model Building

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DevCourseWeb  com  Udemy  Data  Science  Credit  Card  Fraud  Detection  Model  Building  
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Files
  1. Get Bonus Downloads Here.url 182B
  2. ~Get Your Files Here !/01 - Introduction and Getting Started/001 Project Overview.mp4 3.94MB
  3. ~Get Your Files Here !/01 - Introduction and Getting Started/001 Project Overview_en.srt 1.52KB
  4. ~Get Your Files Here !/01 - Introduction and Getting Started/002 High Level Overview of the steps to be performed.mp4 27.05MB
  5. ~Get Your Files Here !/01 - Introduction and Getting Started/002 High Level Overview of the steps to be performed_en.srt 4.95KB
  6. ~Get Your Files Here !/01 - Introduction and Getting Started/003 Installing Packages.mp4 19.17MB
  7. ~Get Your Files Here !/01 - Introduction and Getting Started/003 Installing Packages_en.srt 5.09KB
  8. ~Get Your Files Here !/02 - Data Understanding & Exploration/001 Importing Libraries.mp4 4.93MB
  9. ~Get Your Files Here !/02 - Data Understanding & Exploration/001 Importing Libraries_en.srt 2.25KB
  10. ~Get Your Files Here !/02 - Data Understanding & Exploration/002 Loading the data from source.mp4 13.14MB
  11. ~Get Your Files Here !/02 - Data Understanding & Exploration/002 Loading the data from source_en.srt 2.35KB
  12. ~Get Your Files Here !/02 - Data Understanding & Exploration/003 Understanding the data.mp4 17.10MB
  13. ~Get Your Files Here !/02 - Data Understanding & Exploration/003 Understanding the data_en.srt 2.39KB
  14. ~Get Your Files Here !/03 - Data Analysis & Feature Engineering/001 Checking the class distribution of the target variable.mp4 21.07MB
  15. ~Get Your Files Here !/03 - Data Analysis & Feature Engineering/001 Checking the class distribution of the target variable_en.srt 4.00KB
  16. ~Get Your Files Here !/03 - Data Analysis & Feature Engineering/002 Finding correlation and plotting Heat Map.mp4 26.04MB
  17. ~Get Your Files Here !/03 - Data Analysis & Feature Engineering/002 Finding correlation and plotting Heat Map_en.srt 2.89KB
  18. ~Get Your Files Here !/03 - Data Analysis & Feature Engineering/003 Performing Feature engineering.mp4 19.53MB
  19. ~Get Your Files Here !/03 - Data Analysis & Feature Engineering/003 Performing Feature engineering_en.srt 3.26KB
  20. ~Get Your Files Here !/04 - Data Preparation/001 Train Test Split.mp4 11.29MB
  21. ~Get Your Files Here !/04 - Data Preparation/001 Train Test Split_en.srt 2.05KB
  22. ~Get Your Files Here !/04 - Data Preparation/002 Plotting the distribution of a variable.mp4 13.42MB
  23. ~Get Your Files Here !/04 - Data Preparation/002 Plotting the distribution of a variable_en.srt 2.67KB
  24. ~Get Your Files Here !/05 - Model Building – Creating Common Functions/001 About Confusion Matrix, Classification Report, AUC-ROC.mp4 27.07MB
  25. ~Get Your Files Here !/05 - Model Building – Creating Common Functions/001 About Confusion Matrix, Classification Report, AUC-ROC_en.srt 6.57KB
  26. ~Get Your Files Here !/05 - Model Building – Creating Common Functions/002 Created a common function to plot confusion matrix.mp4 33.30MB
  27. ~Get Your Files Here !/05 - Model Building – Creating Common Functions/002 Created a common function to plot confusion matrix_en.srt 6.25KB
  28. ~Get Your Files Here !/05 - Model Building – Creating Common Functions/003 About Logistic Regression, KNN, Tree, Random Forest, XGBoost, SVM models.mp4 20.29MB
  29. ~Get Your Files Here !/05 - Model Building – Creating Common Functions/003 About Logistic Regression, KNN, Tree, Random Forest, XGBoost, SVM models_en.srt 4.97KB
  30. ~Get Your Files Here !/05 - Model Building – Creating Common Functions/004 Created a common function to fit and predict on a Logistic Regression model.mp4 61.35MB
  31. ~Get Your Files Here !/05 - Model Building – Creating Common Functions/004 Created a common function to fit and predict on a Logistic Regression model_en.srt 10.28KB
  32. ~Get Your Files Here !/05 - Model Building – Creating Common Functions/005 Created a common function to fit and predict on a KNN model.mp4 34.74MB
  33. ~Get Your Files Here !/05 - Model Building – Creating Common Functions/005 Created a common function to fit and predict on a KNN model_en.srt 6.72KB
  34. ~Get Your Files Here !/05 - Model Building – Creating Common Functions/006 Created a common function to fit and predict on a Tree models.mp4 23.73MB
  35. ~Get Your Files Here !/05 - Model Building – Creating Common Functions/006 Created a common function to fit and predict on a Tree models_en.srt 3.90KB
  36. ~Get Your Files Here !/05 - Model Building – Creating Common Functions/007 Created a common function to fit and predict on a Random Forest model.mp4 19.07MB
  37. ~Get Your Files Here !/05 - Model Building – Creating Common Functions/007 Created a common function to fit and predict on a Random Forest model_en.srt 3.57KB
  38. ~Get Your Files Here !/05 - Model Building – Creating Common Functions/008 Created a common function to fit and predict on a XGBoost model.mp4 15.17MB
  39. ~Get Your Files Here !/05 - Model Building – Creating Common Functions/008 Created a common function to fit and predict on a XGBoost model_en.srt 2.32KB
  40. ~Get Your Files Here !/05 - Model Building – Creating Common Functions/009 Created a common function to fit and predict on a SVM model.mp4 26.67MB
  41. ~Get Your Files Here !/05 - Model Building – Creating Common Functions/009 Created a common function to fit and predict on a SVM model_en.srt 4.45KB
  42. ~Get Your Files Here !/06 - Model Building and Evaluation/001 About RepeatedKFold and StratifiedKFold.mp4 7.02MB
  43. ~Get Your Files Here !/06 - Model Building and Evaluation/001 About RepeatedKFold and StratifiedKFold_en.srt 2.06KB
  44. ~Get Your Files Here !/06 - Model Building and Evaluation/002 Performing cross validation with RepeatedKFold and Model Evaluation.mp4 60.96MB
  45. ~Get Your Files Here !/06 - Model Building and Evaluation/002 Performing cross validation with RepeatedKFold and Model Evaluation_en.srt 8.79KB
  46. ~Get Your Files Here !/06 - Model Building and Evaluation/003 Performing cross validation with StratifiedKFold and Model Evaluation.mp4 11.65MB
  47. ~Get Your Files Here !/06 - Model Building and Evaluation/003 Performing cross validation with StratifiedKFold and Model Evaluation_en.srt 4.31KB
  48. ~Get Your Files Here !/06 - Model Building and Evaluation/004 Proceeding with the model which shows the best result till now.mp4 34.08MB
  49. ~Get Your Files Here !/06 - Model Building and Evaluation/004 Proceeding with the model which shows the best result till now_en.srt 6.44KB
  50. ~Get Your Files Here !/06 - Model Building and Evaluation/005 About Random Oversampler, SMOTE, ADASYN.mp4 24.07MB
  51. ~Get Your Files Here !/06 - Model Building and Evaluation/005 About Random Oversampler, SMOTE, ADASYN_en.srt 4.28KB
  52. ~Get Your Files Here !/06 - Model Building and Evaluation/006 Performing Oversampling with Random Oversampler with StratifiedKFold.mp4 33.73MB
  53. ~Get Your Files Here !/06 - Model Building and Evaluation/006 Performing Oversampling with Random Oversampler with StratifiedKFold_en.srt 5.49KB
  54. ~Get Your Files Here !/06 - Model Building and Evaluation/007 Performing oversampling with SMOTE and Model Evaluation.mp4 33.62MB
  55. ~Get Your Files Here !/06 - Model Building and Evaluation/007 Performing oversampling with SMOTE and Model Evaluation_en.srt 5.13KB
  56. ~Get Your Files Here !/06 - Model Building and Evaluation/008 Performing oversampling with ADASYN and Model Evaluation.mp4 27.89MB
  57. ~Get Your Files Here !/06 - Model Building and Evaluation/008 Performing oversampling with ADASYN and Model Evaluation_en.srt 4.41KB
  58. ~Get Your Files Here !/06 - Model Building and Evaluation/009 Hyperparameter Tuning.mp4 35.85MB
  59. ~Get Your Files Here !/06 - Model Building and Evaluation/009 Hyperparameter Tuning_en.srt 5.95KB
  60. ~Get Your Files Here !/06 - Model Building and Evaluation/010 Extracting most important features.mp4 17.09MB
  61. ~Get Your Files Here !/06 - Model Building and Evaluation/010 Extracting most important features_en.srt 2.93KB
  62. ~Get Your Files Here !/06 - Model Building and Evaluation/011 Final Inference.mp4 14.14MB
  63. ~Get Your Files Here !/06 - Model Building and Evaluation/011 Final Inference_en.srt 3.36KB
  64. ~Get Your Files Here !/07 - Project Files and Code/001 Full Project Code.html 43B
  65. ~Get Your Files Here !/07 - Project Files and Code/Project Code/data/Kaggle Link.txt 46B
  66. ~Get Your Files Here !/07 - Project Files and Code/Project Code/data/creditcard.csv 143.84MB
  67. ~Get Your Files Here !/07 - Project Files and Code/Project Code/notebooks/Credit_Card_Fraud_Detection.ipynb 2.11MB
  68. ~Get Your Files Here !/07 - Project Files and Code/Project Code/requirements.txt 77B
  69. ~Get Your Files Here !/Bonus Resources.txt 357B