Master Machine Learning with Practical Case Studies DevCourseWeb

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Uploader
FreeCourseWeb
Source
T Torrent Galaxy
Language
English
Category
Other
Size
2.9 GB
Added
2024-09-11 17:48 (2 years, 1 month ago)
Peers
1 seeders, 0 leechers (checked 1 week ago)
Files
  1. Get Bonus Downloads Here.url182 bytes
  2. ~Get Your Files Here !/1 - Linear Regression using House Rent Prediction/1 - 1 - Introduction to Linear Regression.mp4.mp459.1 MB
  3. ~Get Your Files Here !/1 - Linear Regression using House Rent Prediction/10 - 10 - Tabulate Results.mov.mp412.5 MB
  4. ~Get Your Files Here !/1 - Linear Regression using House Rent Prediction/2 - 2 - Linear Regression.mov.mp427.1 MB
  5. ~Get Your Files Here !/1 - Linear Regression using House Rent Prediction/3 - 3 - Import Data.mov.mp434.4 MB
  6. ~Get Your Files Here !/1 - Linear Regression using House Rent Prediction/4 - 4 -Outlier Function.mov.mp423.0 MB
  7. ~Get Your Files Here !/1 - Linear Regression using House Rent Prediction/5 - 5 - Visualization.mov.mp433.9 MB
  8. ~Get Your Files Here !/1 - Linear Regression using House Rent Prediction/6 - 6 - Encode Data.mov.mp430.4 MB
  9. ~Get Your Files Here !/1 - Linear Regression using House Rent Prediction/7 - 7 - Linear Model.mov.mp426.9 MB
  10. ~Get Your Files Here !/1 - Linear Regression using House Rent Prediction/8 - 8 - Cross Validation and RMSE.mov.mp410.1 MB
  11. ~Get Your Files Here !/1 - Linear Regression using House Rent Prediction/9 - 9 - Plot Predictions.mov.mp428.9 MB
  12. ~Get Your Files Here !/1 - Linear Regression using House Rent Prediction/House_Rent_Dataset.csv.csv553.7 KB
  13. ~Get Your Files Here !/10 - Naive Bayes using Fraud Classification/1 - 1 - Introduction.mov.mp439.1 MB
  14. ~Get Your Files Here !/10 - Naive Bayes using Fraud Classification/2 - 2 - Load Dataset.mov.mp430.0 MB
  15. ~Get Your Files Here !/10 - Naive Bayes using Fraud Classification/2 - 3 - EDA.mov.mp447.1 MB
  16. ~Get Your Files Here !/10 - Naive Bayes using Fraud Classification/3 - 4 - Modeling.mov.mp426.8 MB
  17. ~Get Your Files Here !/10 - Naive Bayes using Fraud Classification/4 - 5 - Results.mov.mp46.1 MB
  18. ~Get Your Files Here !/11 - AdaBoost using Housing Price Prediction/1 - 1 - Load Dataset.mov.mp474.7 MB
  19. ~Get Your Files Here !/11 - AdaBoost using Housing Price Prediction/2 - 2 - EDA.mov.mp445.0 MB
  20. ~Get Your Files Here !/11 - AdaBoost using Housing Price Prediction/3 - 3 - Modeling and Prediction.mov.mp476.7 MB
  21. ~Get Your Files Here !/11 - AdaBoost using Housing Price Prediction/house_pricing_data.csv.csv2.4 MB
  22. ~Get Your Files Here !/12 - ARIMA/1 - 1 - Introduction Part 1.mov.mp416.6 MB
  23. ~Get Your Files Here !/12 - ARIMA/2 - 2 - Introduction Part 2.mov.mp454.3 MB
  24. ~Get Your Files Here !/12 - ARIMA/3 - 3 - Stationarity Checks.mov.mp416.4 MB
  25. ~Get Your Files Here !/12 - ARIMA/4 - 4 - Seasonal Decomposition Part 1.mov.mp420.6 MB
  26. ~Get Your Files Here !/12 - ARIMA/5 - 5 - Seasonal Decomposition Part 2.mov.mp443.1 MB
  27. ~Get Your Files Here !/12 - ARIMA/6 - 6 - Modeling and Prediction.mov.mp441.8 MB
  28. ~Get Your Files Here !/13 - XGB using Stock Dataset/1 - 1 - Introduction.mov.mp446.3 MB
  29. ~Get Your Files Here !/13 - XGB using Stock Dataset/2 - 2 - EDA.mov.mp429.7 MB
  30. ~Get Your Files Here !/13 - XGB using Stock Dataset/3 - 3 - Data Preparation.mov.mp442.8 MB
  31. ~Get Your Files Here !/13 - XGB using Stock Dataset/4 - 4 - Modeling.mov.mp484.7 MB
  32. ~Get Your Files Here !/13 - XGB using Stock Dataset/5 - 5 - Backtesting.mov.mp438.0 MB
  33. ~Get Your Files Here !/13 - XGB using Stock Dataset/6 - 6 - Results.mov.mp429.8 MB
  34. ~Get Your Files Here !/2 - Multicollinearity using Car Dataset/1 - 1 - Introduction.mp4.mp457.5 MB
  35. ~Get Your Files Here !/2 - Multicollinearity using Car Dataset/2 - 2 - Linear Regression Data.mov.mp428.4 MB
  36. ~Get Your Files Here !/2 - Multicollinearity using Car Dataset/3 - 3 - EDA Part 1.mov.mp444.1 MB
  37. ~Get Your Files Here !/2 - Multicollinearity using Car Dataset/4 - 4 - EDA Part 2.mov.mp450.6 MB
  38. ~Get Your Files Here !/2 - Multicollinearity using Car Dataset/5 - 5 - EDA Part 3.mov.mp414.0 MB
  39. ~Get Your Files Here !/2 - Multicollinearity using Car Dataset/6 - 6 - Variance Inflation Factor.mov.mp428.2 MB
  40. ~Get Your Files Here !/2 - Multicollinearity using Car Dataset/7 - 7 - Predictions.mov.mp478.6 MB
  41. ~Get Your Files Here !/2 - Multicollinearity using Car Dataset/Car_data.csv.csv219.8 KB
  42. ~Get Your Files Here !/3 - Logistic Regression using Credit Card Fraud Classification/1 - 1 - Introduction.mov.mp4126.6 MB
  43. ~Get Your Files Here !/3 - Logistic Regression using Credit Card Fraud Classification/2 - 2 - Logistic Regression.mp4.mp441.2 MB
  44. ~Get Your Files Here !/3 - Logistic Regression using Credit Card Fraud Classification/3 - 3 - EDA Part 1.mov.mp435.7 MB
  45. ~Get Your Files Here !/3 - Logistic Regression using Credit Card Fraud Classification/3 - 4 - EDA Part 2.mov.mp433.1 MB
  46. ~Get Your Files Here !/3 - Logistic Regression using Credit Card Fraud Classification/4 - 5 - Data Scaling Part 1.mov.mp416.3 MB
  47. ~Get Your Files Here !/3 - Logistic Regression using Credit Card Fraud Classification/5 - 6 - Data Scaling Part 2.mov.mp445.8 MB
  48. ~Get Your Files Here !/3 - Logistic Regression using Credit Card Fraud Classification/6 - 7 - Outlier Visualization.mov.mp4129.2 MB
  49. ~Get Your Files Here !/3 - Logistic Regression using Credit Card Fraud Classification/7 - 8 - Predictions.mov.mp442.5 MB
  50. ~Get Your Files Here !/3 - Logistic Regression using Credit Card Fraud Classification/8 - 9 - Finding Best Parameters.mov.mp433.4 MB
  51. ~Get Your Files Here !/4 - SVC using Bank Customer Retirement Classification/1 - 1 - SVC.mov.mp444.5 MB
  52. ~Get Your Files Here !/4 - SVC using Bank Customer Retirement Classification/Bank_Customer_retirement.csv.csv14.9 KB
  53. ~Get Your Files Here !/5 - Regularization using Sales Price Dataset/1 - 1 - Regularization Part 1.mov.mp489.5 MB
  54. ~Get Your Files Here !/5 - Regularization using Sales Price Dataset/2 - 2 - Regularization Part 2.mov.mp467.4 MB
  55. ~Get Your Files Here !/5 - Regularization using Sales Price Dataset/test.csv.csv440.8 KB
  56. ~Get Your Files Here !/5 - Regularization using Sales Price Dataset/train.csv.csv449.9 KB
  57. ~Get Your Files Here !/6 - Decision Tree/1 - 1 - EDA.mov.mp463.8 MB
  58. ~Get Your Files Here !/6 - Decision Tree/2 - 2 - Model Predictions.mov.mp497.4 MB
  59. ~Get Your Files Here !/7 - Random Forest using Housing Price Dataset/1 - 1 - Introduction to Random Forest.mp4.mp4106.8 MB
  60. ~Get Your Files Here !/7 - Random Forest using Housing Price Dataset/10 - 10 - Comparison.mov.mp413.7 MB
  61. ~Get Your Files Here !/7 - Random Forest using Housing Price Dataset/2 - 2 - Overview.mov.mp411.9 MB
  62. ~Get Your Files Here !/7 - Random Forest using Housing Price Dataset/3 - 3 - Import Dataset.mov.mp439.6 MB
  63. ~Get Your Files Here !/7 - Random Forest using Housing Price Dataset/4 - 4 - Metrics.mov.mp49.2 MB
  64. ~Get Your Files Here !/7 - Random Forest using Housing Price Dataset/5 - 5 - Working of Random Forest.mov.mp424.8 MB
  65. ~Get Your Files Here !/7 - Random Forest using Housing Price Dataset/6 - 6 - Linear Regression Modeling.mov.mp452.3 MB
  66. ~Get Your Files Here !/7 - Random Forest using Housing Price Dataset/7 - 7 - Linear Regression Predictions.mov.mp426.0 MB
  67. ~Get Your Files Here !/7 - Random Forest using Housing Price Dataset/8 - 8 - Random Forest Modeling.mov.mp426.3 MB
  68. ~Get Your Files Here !/7 - Random Forest using Housing Price Dataset/9 - 9 - Random Forest Predictions.mov.mp419.2 MB
  69. ~Get Your Files Here !/7 - Random Forest using Housing Price Dataset/USA_Housing.csv.csv709.2 KB
  70. ~Get Your Files Here !/8 - PCA using Housing Price Prediction/1 - 1 - Part 1.mov.mp498.7 MB
  71. ~Get Your Files Here !/8 - PCA using Housing Price Prediction/2 - 2 - Part 2.mov.mp485.7 MB
  72. ~Get Your Files Here !/8 - PCA using Housing Price Prediction/test.csv.csv440.8 KB
  73. ~Get Your Files Here !/8 - PCA using Housing Price Prediction/train.csv.csv449.9 KB
  74. ~Get Your Files Here !/9 - K-Means using Social Media and Customer Segmentation/1 - 1 - KMeans using Social Media Dataset Part 1.mov.mp490.3 MB
  75. ~Get Your Files Here !/9 - K-Means using Social Media and Customer Segmentation/2 - 2 - KMeans using Social Media Dataset Part 2.mov.mp439.4 MB
  76. ~Get Your Files Here !/9 - K-Means using Social Media and Customer Segmentation/3 - 3 - KMeans using Mall Customer Segmentation Part 1.mov.mp465.7 MB
  77. ~Get Your Files Here !/9 - K-Means using Social Media and Customer Segmentation/4 - 4 - KMeans using Mall Customer Segmentation Part 2.mov.mp422.5 MB
  78. ~Get Your Files Here !/9 - K-Means using Social Media and Customer Segmentation/Live.csv.csv553.8 KB
  79. ~Get Your Files Here !/9 - K-Means using Social Media and Customer Segmentation/Mall_Customers.csv.csv3.9 KB
  80. ~Get Your Files Here !/Bonus Resources.txt386 bytes

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