2023 Python for Machine Learning A Step-by-Step Guide

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Files
  1. TutsNode.net.txt 63B
  2. [TGx]Downloaded from torrentgalaxy.to .txt 585B
  3. [TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/1. Introduction/1. Course Introduction.mp4 9.19MB
  4. [TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/1. Introduction/1.1 python-for-ml-and-ds-projects.zip 272.74MB
  5. [TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/1. Introduction/2. Machine Learning Introduction.mp4 31.98MB
  6. [TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/1. Introduction/3. Install Anaconda and Python on Windows.mp4 54.45MB
  7. [TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/1. Introduction/4. Install Anaconda in Linux.mp4 23.59MB
  8. [TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/1. Introduction/5. Jupyter Notebook Introduction and Keyboard Shortcuts.mp4 102.95MB
  9. [TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/10. Logistic Regression/1. Logistic Regression Introduction.mp4 20.24MB
  10. [TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/10. Logistic Regression/10. Data Types Correction and Mapping.mp4 67.11MB
  11. [TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/10. Logistic Regression/11. One-Hot Encoding.mp4 61.51MB
  12. [TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/10. Logistic Regression/12. Train Test Split.mp4 54.20MB
  13. [TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/10. Logistic Regression/13. Model Building Training and Evaluation.mp4 76.12MB
  14. [TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/10. Logistic Regression/14. Feature Selection - Recursive Feature Elimination.mp4 140.86MB
  15. [TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/10. Logistic Regression/15. Accuracy, F1-Score, P, R, AUC_ROC Curve Part 1.mp4 43.44MB
  16. [TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/10. Logistic Regression/16. Accuracy, F1-Score, P, R, AUC_ROC Curve Part 2.mp4 51.75MB
  17. [TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/10. Logistic Regression/17. Accuracy, F1-Score, P, R, AUC_ROC Curve Part 3.mp4 57.37MB
  18. [TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/10. Logistic Regression/18. ROC Curve and AUC Part 1.mp4 78.28MB
  19. [TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/10. Logistic Regression/19. ROC Curve and AUC Part 2.mp4 51.29MB
  20. [TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/10. Logistic Regression/2. Sigmoid Function.mp4 11.59MB
  21. [TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/10. Logistic Regression/20. ROC Curve and AUC Part 3.mp4 73.49MB
  22. [TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/10. Logistic Regression/3. Decision Boundary.mp4 10.72MB
  23. [TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/10. Logistic Regression/4. Titanic Dataset Introduction.mp4 56.23MB
  24. [TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/10. Logistic Regression/5. Dataset Loading.mp4 65.44MB
  25. [TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/10. Logistic Regression/6. EDA - Heatmap and Density Plot.mp4 49.26MB
  26. [TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/10. Logistic Regression/7. Missing Age Imputation Part 1.mp4 52.05MB
  27. [TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/10. Logistic Regression/8. Missing Age Imputation Part 2.mp4 90.38MB
  28. [TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/10. Logistic Regression/9. Imputation of Missing Embark Town.mp4 67.08MB
  29. [TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/11. Support Vector Machine/1. SVM Introduction.mp4 25.08MB
  30. [TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/11. Support Vector Machine/10. Linear SVM Model on Scaled Feature.mp4 56.58MB
  31. [TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/11. Support Vector Machine/11. Polynomial, Sigmoid, RBF Kernels in SVM.mp4 37.36MB
  32. [TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/11. Support Vector Machine/2. SVM Kernels.mp4 28.40MB
  33. [TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/11. Support Vector Machine/3. Breast Cancer Dataset Introduction.mp4 63.94MB
  34. [TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/11. Support Vector Machine/4. Dataset Loading.mp4 37.67MB
  35. [TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/11. Support Vector Machine/5. Cancer Data Visualization Part 1.mp4 56.64MB
  36. [TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/11. Support Vector Machine/6. Cancer Data Visualization Part 2.mp4 114.49MB
  37. [TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/11. Support Vector Machine/7. Data Standardization.mp4 45.47MB
  38. [TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/11. Support Vector Machine/8. Train Test Split.mp4 37.18MB
  39. [TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/11. Support Vector Machine/9. Linear SVM Model Building and Training.mp4 76.09MB
  40. [TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/12. Cross Validation and Hyperparameter Tuning/10. K-Fold and LeaveOneOut Cross Validation.mp4 66.90MB
  41. [TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/12. Cross Validation and Hyperparameter Tuning/11. Grid Search Hypyerparameter Tuning.mp4 80.81MB
  42. [TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/12. Cross Validation and Hyperparameter Tuning/12. Random Grid Search Hyperparameter Tuning.mp4 29.11MB
  43. [TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/12. Cross Validation and Hyperparameter Tuning/2. ML Model Training Process.mp4 39.91MB
  44. [TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/12. Cross Validation and Hyperparameter Tuning/3. Breast Cancer Dataset Loading.mp4 59.78MB
  45. [TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/12. Cross Validation and Hyperparameter Tuning/4. Data Visualization.mp4 72.35MB
  46. [TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/12. Cross Validation and Hyperparameter Tuning/5. Train Test Split.mp4 40.14MB
  47. [TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/12. Cross Validation and Hyperparameter Tuning/6. Linear Regression and SVM Model Training.mp4 35.46MB
  48. [TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/12. Cross Validation and Hyperparameter Tuning/7. Regularization Introduction.mp4 56.61MB
  49. [TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/12. Cross Validation and Hyperparameter Tuning/8. Manual Hyperparameter Adjustment.mp4 74.24MB
  50. [TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/12. Cross Validation and Hyperparameter Tuning/9. Types of Cross Validation.mp4 42.03MB
  51. [TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/13. K-Nearest Neighbor (KNN)/1. KNN Introduction.mp4 26.05MB
  52. [TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/13. K-Nearest Neighbor (KNN)/2. How KNN Works.mp4 43.66MB
  53. [TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/13. K-Nearest Neighbor (KNN)/3. Wine Dataset Laoding.mp4 42.01MB
  54. [TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/13. K-Nearest Neighbor (KNN)/4. Data Visualization.mp4 66.70MB
  55. [TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/13. K-Nearest Neighbor (KNN)/5. Train Test Split and Standardization.mp4 45.82MB
  56. [TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/13. K-Nearest Neighbor (KNN)/6. KNN Model Building and Training.mp4 18.98MB
  57. [TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/13. K-Nearest Neighbor (KNN)/7. Hyperparameter Tuning.mp4 53.95MB
  58. [TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/13. K-Nearest Neighbor (KNN)/8. Pros and Cons of KNN.mp4 10.78MB
  59. [TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/14. Decision Tree/1. Decision Tree Introduction.mp4 34.27MB
  60. [TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/14. Decision Tree/10. Diabetes Dataset Loading.mp4 66.59MB
  61. [TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/14. Decision Tree/11. Decision Tree Regression.mp4 50.12MB
  62. [TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/14. Decision Tree/2. How Decision Tree Works.mp4 43.97MB
  63. [TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/14. Decision Tree/3. What is Attribute Selection Measures - ASM..mp4 42.75MB
  64. [TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/14. Decision Tree/4. Dataset Loading.mp4 38.69MB
  65. [TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/14. Decision Tree/5. Dataset Visualization.mp4 64.25MB
  66. [TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/14. Decision Tree/6. Train Test Split.mp4 20.36MB
  67. [TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/14. Decision Tree/7. Model Training and Evaluation.mp4 27.20MB
  68. [TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/14. Decision Tree/8. Tree Visualization.mp4 36.17MB
  69. [TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/14. Decision Tree/9. Hyperparameter Optimization.mp4 33.56MB
  70. [TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/15. Random Forest/1. Ensemble Learning Bagging and Boosting Introduction.mp4 37.25MB
  71. [TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/15. Random Forest/2. Random Forest Introduction.mp4 35.52MB
  72. [TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/15. Random Forest/3. Dataset Introduction.mp4 34.10MB
  73. [TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/15. Random Forest/4. Data Visualization.mp4 74.35MB
  74. [TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/15. Random Forest/5. Train Test Split and One-Hot Encoding.mp4 22.83MB
  75. [TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/15. Random Forest/6. Random Forest Classifier Training and Evaluation.mp4 59.50MB
  76. [TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/15. Random Forest/7. Data Loading for Random Forest Regression.mp4 66.64MB
  77. [TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/15. Random Forest/8. Random Forest Regression Model Building.mp4 19.57MB
  78. [TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/15. Random Forest/9. Hyperparameter Optimization.mp4 36.81MB
  79. [TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/16. Boosting Algorithms/1. Boosting Algorithms Introduction.mp4 55.50MB
  80. [TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/16. Boosting Algorithms/10. CatBoost Hyperparameter Optimization.mp4 76.80MB
  81. [TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/16. Boosting Algorithms/2. Heart-Disease Dataset Understanding.mp4 84.21MB
  82. [TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/16. Boosting Algorithms/3. Data Visualization Part 1.mp4 73.81MB
  83. [TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/16. Boosting Algorithms/4. Train Test Split.mp4 30.59MB
  84. [TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/16. Boosting Algorithms/5. AdaBoost Model Training.mp4 46.50MB
  85. [TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/16. Boosting Algorithms/6. AdaBoost Hyperparameter Tuning.mp4 28.79MB
  86. [TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/16. Boosting Algorithms/7. XGBoost Introduction.mp4 29.70MB
  87. [TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/16. Boosting Algorithms/8. XGBoost Model Training and Hyperparameter Tuning.mp4 63.96MB
  88. [TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/16. Boosting Algorithms/9. CatBoost Model Training.mp4 39.92MB
  89. [TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/17. K-Means Clustering/1. Introduction to Unsupervised Learning.mp4 34.82MB
  90. [TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/17. K-Means Clustering/10. Clusters Visualization.mp4 78.19MB
  91. [TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/17. K-Means Clustering/11. Decision Boundary Visualization.mp4 139.93MB
  92. [TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/17. K-Means Clustering/12. Putting Everything Together.mp4 117.18MB
  93. [TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/17. K-Means Clustering/13. Selecting Optimum Number of Clusters.mp4 55.51MB
  94. [TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/17. K-Means Clustering/14. Clustering for Annual Income vs Spending Score.mp4 53.84MB
  95. [TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/17. K-Means Clustering/15. 3D Clustering Part 1.mp4 36.82MB
  96. [TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/17. K-Means Clustering/16. 3D Clustering Part 2.mp4 62.67MB
  97. [TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/17. K-Means Clustering/2. Introduction to K-Means.mp4 43.82MB
  98. [TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/17. K-Means Clustering/3. How to Choose Best Number of Clusters.mp4 50.48MB
  99. [TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/17. K-Means Clustering/4. K-Means Clustering with Scikit-Learn.mp4 28.19MB
  100. [TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/17. K-Means Clustering/5. Application of Unsupervised Learning.mp4 39.92MB
  101. [TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/17. K-Means Clustering/6. Customers Data Loading.mp4 34.74MB
  102. [TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/17. K-Means Clustering/7. Data Visualization.mp4 76.06MB
  103. [TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/17. K-Means Clustering/8. K-Means Clustering Data Preparation.mp4 55.23MB
  104. [TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/17. K-Means Clustering/9. K-Means Clustering for Age and Spending Score.mp4 40.35MB
  105. [TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/18. Density Based Clustering/1. DBSCAN Introduction.mp4 46.82MB
  106. [TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/18. Density Based Clustering/2. Generate Dataset.mp4 19.23MB
  107. [TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/18. Density Based Clustering/3. DBSCAN Clustering.mp4 46.98MB
  108. [TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/18. Density Based Clustering/4. Spectral Clustering.mp4 59.31MB
  109. [TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/18. Density Based Clustering/5. Spectral Clustering Coding.mp4 30.05MB
  110. [TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/19. Hierarchical Clustering/1. Hierarchical Clustering Introduction.mp4 23.42MB
  111. [TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/19. Hierarchical Clustering/2. Important Terms in Hierarchical Clustering.mp4 26.96MB
  112. [TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/19. Hierarchical Clustering/3. Stock Market Data Loading.mp4 47.30MB
  113. [TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/19. Hierarchical Clustering/4. Hierarchical Clustering Coding.mp4 31.63MB
  114. [TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/2. 1 Python Crash Course/1. Arithmatic Operations in Python.mp4 40.77MB
  115. [TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/2. 1 Python Crash Course/10. 10 Set.mp4 29.48MB
  116. [TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/2. 1 Python Crash Course/11. Dictionary.mp4 31.29MB
  117. [TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/2. 1 Python Crash Course/12. Conditional Statements - If Else.mp4 38.28MB
  118. [TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/2. 1 Python Crash Course/13. While Loops.mp4 23.25MB
  119. [TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/2. 1 Python Crash Course/14. For Loops.mp4 32.90MB
  120. [TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/2. 1 Python Crash Course/15. Functions.mp4 43.04MB
  121. [TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/2. 1 Python Crash Course/16. Working with Date and Time.mp4 61.34MB
  122. [TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/2. 1 Python Crash Course/17. File Handling Read and Write.mp4 65.62MB
  123. [TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/2. 1 Python Crash Course/2. Data Types in Python.mp4 28.28MB
  124. [TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/2. 1 Python Crash Course/3. Variable Casting.mp4 21.86MB
  125. [TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/2. 1 Python Crash Course/4. Strings Operation in Python.mp4 39.05MB
  126. [TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/2. 1 Python Crash Course/5. String Slicing in Python.mp4 23.54MB
  127. [TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/2. 1 Python Crash Course/6. String Formatting and Modification.mp4 29.85MB
  128. [TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/2. 1 Python Crash Course/7. Boolean Variables and Evaluation.mp4 15.43MB
  129. [TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/2. 1 Python Crash Course/8. List in Python.mp4 37.55MB
  130. [TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/2. 1 Python Crash Course/9. Tuple in Python.mp4 27.75MB
  131. [TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/20. PCA/1. PCA Introduction.mp4 21.49MB
  132. [TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/20. PCA/10. Classification Comparison with and without PCA.mp4 51.27MB
  133. [TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/20. PCA/2. How PCA is Done..mp4 56.90MB
  134. [TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/20. PCA/3. MNIST Dataset Loading and Understanding.mp4 56.22MB
  135. [TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/20. PCA/4. PCA Applications.mp4 10.94MB
  136. [TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/20. PCA/5. PCA Coding.mp4 63.64MB
  137. [TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/20. PCA/6. PCA Compression Analysis.mp4 25.54MB
  138. [TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/20. PCA/7. Data Reconstruction.mp4 104.85MB
  139. [TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/20. PCA/8. Choosing Right Number of the Principle Components.mp4 56.42MB
  140. [TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/20. PCA/9. Data Reconstruction with 95% Information.mp4 34.11MB
  141. [TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/21. Introduction to Deep Learning/1. What is Neuron.mp4 20.86MB
  142. [TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/21. Introduction to Deep Learning/10. Customer Churn Dataset Loading.mp4 25.98MB
  143. [TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/21. Introduction to Deep Learning/11. Data Visualization Part 1.mp4 50.24MB
  144. [TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/21. Introduction to Deep Learning/12. Data Visualization Part 2.mp4 107.27MB
  145. [TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/21. Introduction to Deep Learning/13. Data Preprocessing.mp4 36.39MB
  146. [TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/21. Introduction to Deep Learning/14. Import Neural Networks APIs.mp4 37.02MB
  147. [TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/21. Introduction to Deep Learning/15. How to Get Input Shape and Class Weights.mp4 21.17MB
  148. [TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/21. Introduction to Deep Learning/16. Neural Network Model Building.mp4 60.89MB
  149. [TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/21. Introduction to Deep Learning/17. Model Summary Explanation.mp4 48.79MB
  150. [TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/21. Introduction to Deep Learning/18. Model Training.mp4 56.30MB
  151. [TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/21. Introduction to Deep Learning/19. Model Evaluation.mp4 16.10MB
  152. [TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/21. Introduction to Deep Learning/2. Multi-Layer Perceptron.mp4 55.15MB
  153. [TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/21. Introduction to Deep Learning/20. Model Save and Load.mp4 23.65MB
  154. [TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/21. Introduction to Deep Learning/21. Prediction on Real-Life Data.mp4 50.90MB
  155. [TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/21. Introduction to Deep Learning/3. Shallow vs Deep Neural Networks.mp4 13.88MB
  156. [TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/21. Introduction to Deep Learning/4. Activation Function.mp4 40.35MB
  157. [TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/21. Introduction to Deep Learning/5. What is Back Propagation.mp4 79.42MB
  158. [TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/21. Introduction to Deep Learning/6. Optimizers in Deep Learning.mp4 52.04MB
  159. [TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/21. Introduction to Deep Learning/7. Steps to Build Neural Network.mp4 64.09MB
  160. [TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/21. Introduction to Deep Learning/8. Install TensorfFlow in Windows.mp4 67.97MB
  161. [TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/21. Introduction to Deep Learning/9. Install TensorFlow in Linux.mp4 69.46MB
  162. [TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/22. Introduction to Natural Language Processing (NLP)/1. Introduction to NLP.mp4 22.55MB
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  164. [TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/22. Introduction to Natural Language Processing (NLP)/11. Train Test Split.mp4 8.74MB
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  172. [TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/22. Introduction to Natural Language Processing (NLP)/6. Term Frequency - Inverse Document Frequency (TF-IDF).mp4 20.01MB
  173. [TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/22. Introduction to Natural Language Processing (NLP)/7. Load Spam Dataset.mp4 18.57MB
  174. [TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/22. Introduction to Natural Language Processing (NLP)/8. Text Preprocessing.mp4 45.87MB
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  176. [TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/3. Numpy Crash Course/1. Numpy Introduction - Create Numpy Array.mp4 35.91MB
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  180. [TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/3. Numpy Crash Course/4. np.nan and np.inf.mp4 24.89MB
  181. [TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/3. Numpy Crash Course/5. Statistical Operations.mp4 18.84MB
  182. [TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/3. Numpy Crash Course/6. Shape(), Reshape(), Ravel(), Flatten().mp4 20.53MB
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  185. [TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/3. Numpy Crash Course/9. Numpy Array Read and Write.mp4 50.46MB
  186. [TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/4. Pandas for Data Analysis/1. Pandas Series Introduction Part 1.mp4 33.67MB
  187. [TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/4. Pandas for Data Analysis/10. Arithmetic Operations.mp4 22.96MB
  188. [TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/4. Pandas for Data Analysis/11. NULL Values Handling.mp4 42.25MB
  189. [TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/4. Pandas for Data Analysis/12. DataFrame Data Filtering Part 1.mp4 63.80MB
  190. [TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/4. Pandas for Data Analysis/13. DataFrame Data Filtering Part 2.mp4 47.12MB
  191. [TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/4. Pandas for Data Analysis/14. 14 Handling Unique and Duplicated Values.mp4 51.21MB
  192. [TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/4. Pandas for Data Analysis/15. Retrive Rows by Index Label.mp4 46.05MB
  193. [TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/4. Pandas for Data Analysis/16. Replace Cell Values.mp4 35.79MB
  194. [TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/4. Pandas for Data Analysis/17. Rename, Delete Index and Columns.mp4 31.11MB
  195. [TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/4. Pandas for Data Analysis/18. Lambda Apply.mp4 60.55MB
  196. [TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/4. Pandas for Data Analysis/19. Pandas Groupby.mp4 67.20MB
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  199. [TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/4. Pandas for Data Analysis/21. Merging, Joining, and Concatenation Part 1.mp4 16.45MB
  200. [TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/4. Pandas for Data Analysis/22. Concatenation.mp4 28.94MB
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  203. [TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/4. Pandas for Data Analysis/25. Read Stock Data from YAHOO Finance.mp4 28.42MB
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  236. [TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/6. Seaborn for Data Analysis/19. Controlling Ploted Figure Aesthetics.mp4 31.75MB
  237. [TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/6. Seaborn for Data Analysis/2. Scatter Plot.mp4 22.14MB
  238. [TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/6. Seaborn for Data Analysis/3. Hue, Style and Size Part1.mp4 10.81MB
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  245. [TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/7. Data Visualization in Pandas/1. IRIS Dataset Introduction.mp4 26.63MB
  246. [TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/7. Data Visualization in Pandas/10. Hexbin Plot.mp4 41.19MB
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  249. [TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/7. Data Visualization in Pandas/2. Load IRIS Dataset.mp4 36.56MB
  250. [TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/7. Data Visualization in Pandas/3. Line Plot.mp4 59.01MB
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  252. [TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/7. Data Visualization in Pandas/5. Bar and Barh Plot.mp4 51.79MB
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  254. [TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/7. Data Visualization in Pandas/7. Histogram.mp4 78.37MB
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  257. [TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/8. Data Visualization with Plotly/1. Introduction to Plotly and Cufflinks.mp4 31.10MB
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  259. [TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/8. Data Visualization with Plotly/3. Scatter Plot.mp4 27.97MB
  260. [TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/8. Data Visualization with Plotly/4. Stacked Bar Plot.mp4 81.62MB
  261. [TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/8. Data Visualization with Plotly/5. Box and Area Plot.mp4 30.56MB
  262. [TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/8. Data Visualization with Plotly/6. 3D Plot.mp4 63.23MB
  263. [TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/8. Data Visualization with Plotly/7. Hist Plot, Bubble Plot and Heatmap.mp4 78.69MB
  264. [TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/9. Linear Regression/1. Linear Regression Introduction.mp4 33.36MB
  265. [TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/9. Linear Regression/10. Exploratory Data Analysis- Pair Plot.mp4 81.10MB
  266. [TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/9. Linear Regression/11. Exploratory Data Analysis- Hist Plot.mp4 33.55MB
  267. [TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/9. Linear Regression/12. Exploratory Data Analysis- Heatmap.mp4 46.34MB
  268. [TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/9. Linear Regression/13. Train Test Split and Model Training.mp4 44.89MB
  269. [TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/9. Linear Regression/14. How to Evaluate the Regression Model Performance.mp4 62.16MB
  270. [TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/9. Linear Regression/15. Plot True House Price vs Predicted Price.mp4 44.41MB
  271. [TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/9. Linear Regression/16. Plotting Learning Curves Part 1.mp4 37.34MB
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  273. [TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/9. Linear Regression/18. Machine Learning Model Interpretability- Residuals Plot.mp4 35.28MB
  274. [TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/9. Linear Regression/19. Machine Learning Model Interpretability- Prediction Error Plot.mp4 23.30MB
  275. [TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/9. Linear Regression/2. Regression Examples.mp4 33.82MB
  276. [TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/9. Linear Regression/3. Types of Linear Regression.mp4 42.14MB
  277. [TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/9. Linear Regression/4. Assessing the performance of the model.mp4 37.53MB
  278. [TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/9. Linear Regression/5. Bias-Variance tradeoff.mp4 52.56MB
  279. [TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/9. Linear Regression/6. What is sklearn and train-test-split.mp4 39.68MB
  280. [TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/9. Linear Regression/7. Python Package Upgrade and Import.mp4 36.04MB
  281. [TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/9. Linear Regression/8. Load Boston Housing Dataset.mp4 32.74MB
  282. [TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/9. Linear Regression/9. Dataset Analysis.mp4 52.50MB