[ DevCourseWeb.com ] Udemy - Master Machine Learning with Practical Case Studies

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2024-12-13 00:11:002.93 GB800B718BCF61401937D8C3CC8ED462B89386040C93
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    • Files
    1. Get Bonus Downloads Here.url182 B
    2. ~Get Your Files Here !/1 - Linear Regression using House Rent Prediction/1 - 1 - Introduction to Linear Regression.mp4.mp459.06 MB
    3. ~Get Your Files Here !/1 - Linear Regression using House Rent Prediction/10 - 10 - Tabulate Results.mov.mp412.54 MB
    4. ~Get Your Files Here !/1 - Linear Regression using House Rent Prediction/2 - 2 - Linear Regression.mov.mp427.11 MB
    5. ~Get Your Files Here !/1 - Linear Regression using House Rent Prediction/3 - 3 - Import Data.mov.mp434.36 MB
    6. ~Get Your Files Here !/1 - Linear Regression using House Rent Prediction/4 - 4 -Outlier Function.mov.mp422.95 MB
    7. ~Get Your Files Here !/1 - Linear Regression using House Rent Prediction/5 - 5 - Visualization.mov.mp433.87 MB
    8. ~Get Your Files Here !/1 - Linear Regression using House Rent Prediction/6 - 6 - Encode Data.mov.mp430.38 MB
    9. ~Get Your Files Here !/1 - Linear Regression using House Rent Prediction/7 - 7 - Linear Model.mov.mp426.94 MB
    10. ~Get Your Files Here !/1 - Linear Regression using House Rent Prediction/8 - 8 - Cross Validation and RMSE.mov.mp410.12 MB
    11. ~Get Your Files Here !/1 - Linear Regression using House Rent Prediction/9 - 9 - Plot Predictions.mov.mp428.94 MB
    12. ~Get Your Files Here !/1 - Linear Regression using House Rent Prediction/House_Rent_Dataset.csv.csv553.67 KB
    13. ~Get Your Files Here !/10 - Naive Bayes using Fraud Classification/1 - 1 - Introduction.mov.mp439.10 MB
    14. ~Get Your Files Here !/10 - Naive Bayes using Fraud Classification/2 - 2 - Load Dataset.mov.mp429.98 MB
    15. ~Get Your Files Here !/10 - Naive Bayes using Fraud Classification/2 - 3 - EDA.mov.mp447.11 MB
    16. ~Get Your Files Here !/10 - Naive Bayes using Fraud Classification/3 - 4 - Modeling.mov.mp426.81 MB
    17. ~Get Your Files Here !/10 - Naive Bayes using Fraud Classification/4 - 5 - Results.mov.mp46.08 MB
    18. ~Get Your Files Here !/11 - AdaBoost using Housing Price Prediction/1 - 1 - Load Dataset.mov.mp474.69 MB
    19. ~Get Your Files Here !/11 - AdaBoost using Housing Price Prediction/2 - 2 - EDA.mov.mp445.00 MB
    20. ~Get Your Files Here !/11 - AdaBoost using Housing Price Prediction/3 - 3 - Modeling and Prediction.mov.mp476.65 MB
    21. ~Get Your Files Here !/11 - AdaBoost using Housing Price Prediction/house_pricing_data.csv.csv2.40 MB
    22. ~Get Your Files Here !/12 - ARIMA/1 - 1 - Introduction Part 1.mov.mp416.58 MB
    23. ~Get Your Files Here !/12 - ARIMA/2 - 2 - Introduction Part 2.mov.mp454.34 MB
    24. ~Get Your Files Here !/12 - ARIMA/3 - 3 - Stationarity Checks.mov.mp416.39 MB
    25. ~Get Your Files Here !/12 - ARIMA/4 - 4 - Seasonal Decomposition Part 1.mov.mp420.64 MB
    26. ~Get Your Files Here !/12 - ARIMA/5 - 5 - Seasonal Decomposition Part 2.mov.mp443.10 MB
    27. ~Get Your Files Here !/12 - ARIMA/6 - 6 - Modeling and Prediction.mov.mp441.80 MB
    28. ~Get Your Files Here !/13 - XGB using Stock Dataset/1 - 1 - Introduction.mov.mp446.30 MB
    29. ~Get Your Files Here !/13 - XGB using Stock Dataset/2 - 2 - EDA.mov.mp429.72 MB
    30. ~Get Your Files Here !/13 - XGB using Stock Dataset/3 - 3 - Data Preparation.mov.mp442.83 MB
    31. ~Get Your Files Here !/13 - XGB using Stock Dataset/4 - 4 - Modeling.mov.mp484.73 MB
    32. ~Get Your Files Here !/13 - XGB using Stock Dataset/5 - 5 - Backtesting.mov.mp438.02 MB
    33. ~Get Your Files Here !/13 - XGB using Stock Dataset/6 - 6 - Results.mov.mp429.76 MB
    34. ~Get Your Files Here !/2 - Multicollinearity using Car Dataset/1 - 1 - Introduction.mp4.mp457.45 MB
    35. ~Get Your Files Here !/2 - Multicollinearity using Car Dataset/2 - 2 - Linear Regression Data.mov.mp428.42 MB
    36. ~Get Your Files Here !/2 - Multicollinearity using Car Dataset/3 - 3 - EDA Part 1.mov.mp444.07 MB
    37. ~Get Your Files Here !/2 - Multicollinearity using Car Dataset/4 - 4 - EDA Part 2.mov.mp450.60 MB
    38. ~Get Your Files Here !/2 - Multicollinearity using Car Dataset/5 - 5 - EDA Part 3.mov.mp413.96 MB
    39. ~Get Your Files Here !/2 - Multicollinearity using Car Dataset/6 - 6 - Variance Inflation Factor.mov.mp428.19 MB
    40. ~Get Your Files Here !/2 - Multicollinearity using Car Dataset/7 - 7 - Predictions.mov.mp478.63 MB
    41. ~Get Your Files Here !/2 - Multicollinearity using Car Dataset/Car_data.csv.csv219.83 KB
    42. ~Get Your Files Here !/3 - Logistic Regression using Credit Card Fraud Classification/1 - 1 - Introduction.mov.mp4126.62 MB
    43. ~Get Your Files Here !/3 - Logistic Regression using Credit Card Fraud Classification/2 - 2 - Logistic Regression.mp4.mp441.15 MB
    44. ~Get Your Files Here !/3 - Logistic Regression using Credit Card Fraud Classification/3 - 3 - EDA Part 1.mov.mp435.73 MB
    45. ~Get Your Files Here !/3 - Logistic Regression using Credit Card Fraud Classification/3 - 4 - EDA Part 2.mov.mp433.14 MB
    46. ~Get Your Files Here !/3 - Logistic Regression using Credit Card Fraud Classification/4 - 5 - Data Scaling Part 1.mov.mp416.33 MB
    47. ~Get Your Files Here !/3 - Logistic Regression using Credit Card Fraud Classification/5 - 6 - Data Scaling Part 2.mov.mp445.78 MB
    48. ~Get Your Files Here !/3 - Logistic Regression using Credit Card Fraud Classification/6 - 7 - Outlier Visualization.mov.mp4129.21 MB
    49. ~Get Your Files Here !/3 - Logistic Regression using Credit Card Fraud Classification/7 - 8 - Predictions.mov.mp442.47 MB
    50. ~Get Your Files Here !/3 - Logistic Regression using Credit Card Fraud Classification/8 - 9 - Finding Best Parameters.mov.mp433.43 MB
    51. ~Get Your Files Here !/4 - SVC using Bank Customer Retirement Classification/1 - 1 - SVC.mov.mp444.47 MB
    52. ~Get Your Files Here !/4 - SVC using Bank Customer Retirement Classification/Bank_Customer_retirement.csv.csv14.91 KB
    53. ~Get Your Files Here !/5 - Regularization using Sales Price Dataset/1 - 1 - Regularization Part 1.mov.mp489.54 MB
    54. ~Get Your Files Here !/5 - Regularization using Sales Price Dataset/2 - 2 - Regularization Part 2.mov.mp467.42 MB
    55. ~Get Your Files Here !/5 - Regularization using Sales Price Dataset/test.csv.csv440.83 KB
    56. ~Get Your Files Here !/5 - Regularization using Sales Price Dataset/train.csv.csv449.88 KB
    57. ~Get Your Files Here !/6 - Decision Tree/1 - 1 - EDA.mov.mp463.78 MB
    58. ~Get Your Files Here !/6 - Decision Tree/2 - 2 - Model Predictions.mov.mp497.40 MB
    59. ~Get Your Files Here !/7 - Random Forest using Housing Price Dataset/1 - 1 - Introduction to Random Forest.mp4.mp4106.80 MB
    60. ~Get Your Files Here !/7 - Random Forest using Housing Price Dataset/10 - 10 - Comparison.mov.mp413.71 MB
    61. ~Get Your Files Here !/7 - Random Forest using Housing Price Dataset/2 - 2 - Overview.mov.mp411.89 MB
    62. ~Get Your Files Here !/7 - Random Forest using Housing Price Dataset/3 - 3 - Import Dataset.mov.mp439.59 MB
    63. ~Get Your Files Here !/7 - Random Forest using Housing Price Dataset/4 - 4 - Metrics.mov.mp49.23 MB
    64. ~Get Your Files Here !/7 - Random Forest using Housing Price Dataset/5 - 5 - Working of Random Forest.mov.mp424.80 MB
    65. ~Get Your Files Here !/7 - Random Forest using Housing Price Dataset/6 - 6 - Linear Regression Modeling.mov.mp452.32 MB
    66. ~Get Your Files Here !/7 - Random Forest using Housing Price Dataset/7 - 7 - Linear Regression Predictions.mov.mp426.03 MB
    67. ~Get Your Files Here !/7 - Random Forest using Housing Price Dataset/8 - 8 - Random Forest Modeling.mov.mp426.33 MB
    68. ~Get Your Files Here !/7 - Random Forest using Housing Price Dataset/9 - 9 - Random Forest Predictions.mov.mp419.25 MB
    69. ~Get Your Files Here !/7 - Random Forest using Housing Price Dataset/USA_Housing.csv.csv709.19 KB
    70. ~Get Your Files Here !/8 - PCA using Housing Price Prediction/1 - 1 - Part 1.mov.mp498.65 MB
    71. ~Get Your Files Here !/8 - PCA using Housing Price Prediction/2 - 2 - Part 2.mov.mp485.70 MB
    72. ~Get Your Files Here !/8 - PCA using Housing Price Prediction/test.csv.csv440.83 KB
    73. ~Get Your Files Here !/8 - PCA using Housing Price Prediction/train.csv.csv449.88 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.mp490.34 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.mp439.41 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.mp465.65 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.mp422.47 MB
    78. ~Get Your Files Here !/9 - K-Means using Social Media and Customer Segmentation/Live.csv.csv553.80 KB
    79. ~Get Your Files Here !/9 - K-Means using Social Media and Customer Segmentation/Mall_Customers.csv.csv3.89 KB
    80. ~Get Your Files Here !/Bonus Resources.txt386 B
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