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Machine Learning, Deep Learning and Bayesian Learning

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视频 2022-10-22 08:20 2024-12-23 19:53 129 5.5 GB 175
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文件列表
  1. [TutsNode.com] - Machine Learning, Deep Learning and Bayesian Learning/03 - Machine Learning Numpy + Scikit Learn/012 CART part 2.mp4166.49MB
  2. [TutsNode.com] - Machine Learning, Deep Learning and Bayesian Learning/12 - Pixel Level Segmentation (Semantic Segmentation) with PyTorch/009 Semantic Segmentation training with PyTorch Lightning.mp4130.17MB
  3. [TutsNode.com] - Machine Learning, Deep Learning and Bayesian Learning/07 - Deep Learning/001 Intro.mp4632.6KB
  4. [TutsNode.com] - Machine Learning, Deep Learning and Bayesian Learning/04 - Machine Learning Classification + Time Series + Model Diagnostics/005 Titanic dataset.mp4116.3MB
  5. [TutsNode.com] - Machine Learning, Deep Learning and Bayesian Learning/09 - Deep Learning Recurrent Neural Nets/010 Sequence to Sequence models Prediction step.mp4104.69MB
  6. [TutsNode.com] - Machine Learning, Deep Learning and Bayesian Learning/13 - Deep Learning Transformers and BERT/008 Pytorch Lightning + DistilBERT for classification.mp4102.68MB
  7. [TutsNode.com] - Machine Learning, Deep Learning and Bayesian Learning/05 - Unsupervised Learning/002 Fashion MNIST PCA.mp4102.09MB
  8. [TutsNode.com] - Machine Learning, Deep Learning and Bayesian Learning/09 - Deep Learning Recurrent Neural Nets/005 Deep Learning - Long Short Term Memory (LSTM) Nets.mp490.97MB
  9. [TutsNode.com] - Machine Learning, Deep Learning and Bayesian Learning/03 - Machine Learning Numpy + Scikit Learn/009 Linear Regresson Part 1.mp490.54MB
  10. [TutsNode.com] - Machine Learning, Deep Learning and Bayesian Learning/04 - Machine Learning Classification + Time Series + Model Diagnostics/007 Sklearn classification.mp489.99MB
  11. [TutsNode.com] - Machine Learning, Deep Learning and Bayesian Learning/04 - Machine Learning Classification + Time Series + Model Diagnostics/019 Area Under Curve (AUC) Part 1.mp484.11MB
  12. [TutsNode.com] - Machine Learning, Deep Learning and Bayesian Learning/09 - Deep Learning Recurrent Neural Nets/008 Sequence to Sequence Introduction + Data Prep.mp480.1MB
  13. [TutsNode.com] - Machine Learning, Deep Learning and Bayesian Learning/10 - Deep Learning PyTorch Introduction/006 Deep Learning with Pytorch Stochastic Gradient Descent.mp479.46MB
  14. [TutsNode.com] - Machine Learning, Deep Learning and Bayesian Learning/03 - Machine Learning Numpy + Scikit Learn/004 Kmeans part 1.mp478.37MB
  15. [TutsNode.com] - Machine Learning, Deep Learning and Bayesian Learning/04 - Machine Learning Classification + Time Series + Model Diagnostics/012 FB Prophet part 1.mp478.03MB
  16. [TutsNode.com] - Machine Learning, Deep Learning and Bayesian Learning/06 - Natural Language Processing + Regularization/009 Feature Extraction with Spacy (using Pandas).mp476.46MB
  17. [TutsNode.com] - Machine Learning, Deep Learning and Bayesian Learning/09 - Deep Learning Recurrent Neural Nets/007 Transfer Learning - GLOVE vectors.mp474.57MB
  18. [TutsNode.com] - Machine Learning, Deep Learning and Bayesian Learning/03 - Machine Learning Numpy + Scikit Learn/010 Linear Regression Part 2.mp471.55MB
  19. [TutsNode.com] - Machine Learning, Deep Learning and Bayesian Learning/14 - Bayesian Learning and probabilistic programming/005 Coin Toss Example with Pymc3.mp470.71MB
  20. [TutsNode.com] - Machine Learning, Deep Learning and Bayesian Learning/14 - Bayesian Learning and probabilistic programming/004 Bayesian learning Population estimation pymc3 way.mp470.57MB
  21. [TutsNode.com] - Machine Learning, Deep Learning and Bayesian Learning/08 - Deep Learning (TensorFlow) - Convolutional Neural Nets/008 Nose Tip detection with CNNs.mp468.69MB
  22. [TutsNode.com] - Machine Learning, Deep Learning and Bayesian Learning/03 - Machine Learning Numpy + Scikit Learn/015 Gradient Boosted Machines.mp467.61MB
  23. [TutsNode.com] - Machine Learning, Deep Learning and Bayesian Learning/12 - Pixel Level Segmentation (Semantic Segmentation) with PyTorch/006 PyTorch Hooks Step through with breakpoints.mp467.56MB
  24. [TutsNode.com] - Machine Learning, Deep Learning and Bayesian Learning/12 - Pixel Level Segmentation (Semantic Segmentation) with PyTorch/007 PyTorch Weighted CrossEntropy Loss.mp465.19MB
  25. [TutsNode.com] - Machine Learning, Deep Learning and Bayesian Learning/03 - Machine Learning Numpy + Scikit Learn/005 Kmeans part 2.mp463.19MB
  26. [TutsNode.com] - Machine Learning, Deep Learning and Bayesian Learning/02 - Basic python + Pandas + Plotting/005 Numpy functions.mp462.44MB
  27. [TutsNode.com] - Machine Learning, Deep Learning and Bayesian Learning/14 - Bayesian Learning and probabilistic programming/007 Bayesian Linear Regression with pymc3.mp460.07MB
  28. [TutsNode.com] - Machine Learning, Deep Learning and Bayesian Learning/07 - Deep Learning/009 Softmax theory.mp458.32MB
  29. [TutsNode.com] - Machine Learning, Deep Learning and Bayesian Learning/04 - Machine Learning Classification + Time Series + Model Diagnostics/018 Stratified K Fold.mp458.11MB
  30. [TutsNode.com] - Machine Learning, Deep Learning and Bayesian Learning/11 - Deep Learning Transfer Learning with PyTorch Lightning/009 Data Augmentation with Torchvision Transforms.mp456.52MB
  31. [TutsNode.com] - Machine Learning, Deep Learning and Bayesian Learning/07 - Deep Learning/007 MNIST and Softmax.mp455.76MB
  32. [TutsNode.com] - Machine Learning, Deep Learning and Bayesian Learning/14 - Bayesian Learning and probabilistic programming/009 Bayesian Rolling regression - pymc3 way.mp454.76MB
  33. [TutsNode.com] - Machine Learning, Deep Learning and Bayesian Learning/07 - Deep Learning/011 Batch Norm Theory.mp453.89MB
  34. [TutsNode.com] - Machine Learning, Deep Learning and Bayesian Learning/04 - Machine Learning Classification + Time Series + Model Diagnostics/017 Cross Validation.mp453.72MB
  35. [TutsNode.com] - Machine Learning, Deep Learning and Bayesian Learning/10 - Deep Learning PyTorch Introduction/005 Deep Learning with Pytorch Loss functions.mp452.44MB
  36. [TutsNode.com] - Machine Learning, Deep Learning and Bayesian Learning/10 - Deep Learning PyTorch Introduction/010 Deep Learning Intro to Pytorch Lightning.mp452.37MB
  37. [TutsNode.com] - Machine Learning, Deep Learning and Bayesian Learning/04 - Machine Learning Classification + Time Series + Model Diagnostics/008 Dealing with missing values.mp450.76MB
  38. [TutsNode.com] - Machine Learning, Deep Learning and Bayesian Learning/11 - Deep Learning Transfer Learning with PyTorch Lightning/006 PyTorch Lightning Trainer + Model evaluation.mp450.24MB
  39. [TutsNode.com] - Machine Learning, Deep Learning and Bayesian Learning/14 - Bayesian Learning and probabilistic programming/003 Bayes rule for population mean estimation.mp450.16MB
  40. [TutsNode.com] - Machine Learning, Deep Learning and Bayesian Learning/02 - Basic python + Pandas + Plotting/024 Seaborn + pair plots.mp449.67MB
  41. [TutsNode.com] - Machine Learning, Deep Learning and Bayesian Learning/01 - Introduction/002 How to tackle this course.mp448.85MB
  42. [TutsNode.com] - Machine Learning, Deep Learning and Bayesian Learning/13 - Deep Learning Transformers and BERT/007 Distilbert (Smaller BERT) model.mp448.78MB
  43. [TutsNode.com] - Machine Learning, Deep Learning and Bayesian Learning/05 - Unsupervised Learning/004 Other clustering methods.mp448.05MB
  44. [TutsNode.com] - Machine Learning, Deep Learning and Bayesian Learning/06 - Natural Language Processing + Regularization/016 Ridge regression (L2 penalised regression).mp446.97MB
  45. [TutsNode.com] - Machine Learning, Deep Learning and Bayesian Learning/04 - Machine Learning Classification + Time Series + Model Diagnostics/011 Loss functions.mp446.45MB
  46. [TutsNode.com] - Machine Learning, Deep Learning and Bayesian Learning/06 - Natural Language Processing + Regularization/005 NLTK + Stemming.mp445.59MB
  47. [TutsNode.com] - Machine Learning, Deep Learning and Bayesian Learning/02 - Basic python + Pandas + Plotting/020 Plot multiple lines.mp445.39MB
  48. [TutsNode.com] - Machine Learning, Deep Learning and Bayesian Learning/09 - Deep Learning Recurrent Neural Nets/003 Word2Vec keras Model API.mp445.2MB
  49. [TutsNode.com] - Machine Learning, Deep Learning and Bayesian Learning/08 - Deep Learning (TensorFlow) - Convolutional Neural Nets/003 Keras Conv2D layer.mp444.46MB
  50. [TutsNode.com] - Machine Learning, Deep Learning and Bayesian Learning/14 - Bayesian Learning and probabilistic programming/012 Variational Bayes Linear Classification.mp444.3MB
  51. [TutsNode.com] - Machine Learning, Deep Learning and Bayesian Learning/09 - Deep Learning Recurrent Neural Nets/001 Word2vec and Embeddings.mp443.96MB
  52. [TutsNode.com] - Machine Learning, Deep Learning and Bayesian Learning/03 - Machine Learning Numpy + Scikit Learn/003 Gradient Descent.mp443.4MB
  53. [TutsNode.com] - Machine Learning, Deep Learning and Bayesian Learning/07 - Deep Learning/004 Tensorflow + Keras demo problem 1.mp443.33MB
  54. [TutsNode.com] - Machine Learning, Deep Learning and Bayesian Learning/01 - Introduction/003 Installations and sign ups.mp442.79MB
  55. [TutsNode.com] - Machine Learning, Deep Learning and Bayesian Learning/02 - Basic python + Pandas + Plotting/013 Pandas loc and iloc.mp441.82MB
  56. [TutsNode.com] - Machine Learning, Deep Learning and Bayesian Learning/01 - Introduction/001 Introduction.mp441.8MB
  57. [TutsNode.com] - Machine Learning, Deep Learning and Bayesian Learning/02 - Basic python + Pandas + Plotting/011 Pandas simple functions.mp438.33MB
  58. [TutsNode.com] - Machine Learning, Deep Learning and Bayesian Learning/03 - Machine Learning Numpy + Scikit Learn/014 Random Forest Code.mp436.74MB
  59. [TutsNode.com] - Machine Learning, Deep Learning and Bayesian Learning/14 - Bayesian Learning and probabilistic programming/002 Bayesian Learning Distributions.mp435.95MB
  60. [TutsNode.com] - Machine Learning, Deep Learning and Bayesian Learning/03 - Machine Learning Numpy + Scikit Learn/008 Intro.mp435.38MB
  61. [TutsNode.com] - Machine Learning, Deep Learning and Bayesian Learning/10 - Deep Learning PyTorch Introduction/003 Pytorch Dataset and DataLoaders.mp435.35MB
  62. [TutsNode.com] - Machine Learning, Deep Learning and Bayesian Learning/06 - Natural Language Processing + Regularization/004 Financial News Sentiment Classifier.mp433.71MB
  63. [TutsNode.com] - Machine Learning, Deep Learning and Bayesian Learning/10 - Deep Learning PyTorch Introduction/008 Pytorch Model API.mp433.24MB
  64. [TutsNode.com] - Machine Learning, Deep Learning and Bayesian Learning/06 - Natural Language Processing + Regularization/008 Spacy intro.mp433.22MB
  65. [TutsNode.com] - Machine Learning, Deep Learning and Bayesian Learning/06 - Natural Language Processing + Regularization/011 Over-sampling.mp432.84MB
  66. [TutsNode.com] - Machine Learning, Deep Learning and Bayesian Learning/07 - Deep Learning/006 First example with Relu.mp432.62MB
  67. [TutsNode.com] - Machine Learning, Deep Learning and Bayesian Learning/02 - Basic python + Pandas + Plotting/015 Pandas map and apply.mp431.43MB
  68. [TutsNode.com] - Machine Learning, Deep Learning and Bayesian Learning/06 - Natural Language Processing + Regularization/018 L1 Penalised Regression (Lasso).mp431.42MB
  69. [TutsNode.com] - Machine Learning, Deep Learning and Bayesian Learning/09 - Deep Learning Recurrent Neural Nets/009 Sequence to Sequence model + Keras Model API.mp430.48MB
  70. [TutsNode.com] - Machine Learning, Deep Learning and Bayesian Learning/14 - Bayesian Learning and probabilistic programming/010 Bayesian Rolling Regression - forecasting.mp430.34MB
  71. [TutsNode.com] - Machine Learning, Deep Learning and Bayesian Learning/15 - Model Deployment/004 FastAPI serving model.mp429.27MB
  72. [TutsNode.com] - Machine Learning, Deep Learning and Bayesian Learning/13 - Deep Learning Transformers and BERT/006 Tokenizers and data prep for BERT models.mp429.06MB
  73. [TutsNode.com] - Machine Learning, Deep Learning and Bayesian Learning/13 - Deep Learning Transformers and BERT/003 Encoder Transformer Models The Maths.mp428.66MB
  74. [TutsNode.com] - Machine Learning, Deep Learning and Bayesian Learning/09 - Deep Learning Recurrent Neural Nets/002 Kaggle + Word2Vec.mp427.79MB
  75. [TutsNode.com] - Machine Learning, Deep Learning and Bayesian Learning/02 - Basic python + Pandas + Plotting/004 Python functions (methods).mp427.58MB
  76. [TutsNode.com] - Machine Learning, Deep Learning and Bayesian Learning/08 - Deep Learning (TensorFlow) - Convolutional Neural Nets/007 Cifar-10.mp427.28MB
  77. [TutsNode.com] - Machine Learning, Deep Learning and Bayesian Learning/04 - Machine Learning Classification + Time Series + Model Diagnostics/004 Theory part 2 + code.mp427.28MB
  78. [TutsNode.com] - Machine Learning, Deep Learning and Bayesian Learning/03 - Machine Learning Numpy + Scikit Learn/006 Broadcasting.mp427.13MB
  79. [TutsNode.com] - Machine Learning, Deep Learning and Bayesian Learning/12 - Pixel Level Segmentation (Semantic Segmentation) with PyTorch/001 Introduction.mp425.31MB
  80. [TutsNode.com] - Machine Learning, Deep Learning and Bayesian Learning/06 - Natural Language Processing + Regularization/017 S&P500 data preparation for L1 loss.mp425.22MB
  81. [TutsNode.com] - Machine Learning, Deep Learning and Bayesian Learning/12 - Pixel Level Segmentation (Semantic Segmentation) with PyTorch/005 PyTorch Hooks.mp424.69MB
  82. [TutsNode.com] - Machine Learning, Deep Learning and Bayesian Learning/04 - Machine Learning Classification + Time Series + Model Diagnostics/013 FB Prophet part 2.mp424.45MB
  83. [TutsNode.com] - Machine Learning, Deep Learning and Bayesian Learning/06 - Natural Language Processing + Regularization/010 Classification Example.mp424.1MB
  84. [TutsNode.com] - Machine Learning, Deep Learning and Bayesian Learning/08 - Deep Learning (TensorFlow) - Convolutional Neural Nets/005 Dropout theory and code.mp423.67MB
  85. [TutsNode.com] - Machine Learning, Deep Learning and Bayesian Learning/13 - Deep Learning Transformers and BERT/002 The illustrated Transformer (blogpost by Jay Alammar).mp423.59MB
  86. [TutsNode.com] - Machine Learning, Deep Learning and Bayesian Learning/06 - Natural Language Processing + Regularization/019 L1 L2 Penalty theory why it works.mp423.22MB
  87. [TutsNode.com] - Machine Learning, Deep Learning and Bayesian Learning/07 - Deep Learning/003 DL theory part 2.mp422.8MB
  88. [TutsNode.com] - Machine Learning, Deep Learning and Bayesian Learning/05 - Unsupervised Learning/003 K-means.mp422.3MB
  89. [TutsNode.com] - Machine Learning, Deep Learning and Bayesian Learning/02 - Basic python + Pandas + Plotting/012 Pandas Subsetting.mp422.05MB
  90. [TutsNode.com] - Machine Learning, Deep Learning and Bayesian Learning/02 - Basic python + Pandas + Plotting/002 Basic Data Structures.mp421.89MB
  91. [TutsNode.com] - Machine Learning, Deep Learning and Bayesian Learning/02 - Basic python + Pandas + Plotting/021 Histograms.mp421.62MB
  92. [TutsNode.com] - Machine Learning, Deep Learning and Bayesian Learning/11 - Deep Learning Transfer Learning with PyTorch Lightning/015 WandB for logging experiments.mp421.51MB
  93. [TutsNode.com] - Machine Learning, Deep Learning and Bayesian Learning/15 - Model Deployment/006 Streamlit functions.mp420.79MB
  94. [TutsNode.com] - Machine Learning, Deep Learning and Bayesian Learning/05 - Unsupervised Learning/001 Principal Component Analysis (PCA) theory.mp420.54MB
  95. [TutsNode.com] - Machine Learning, Deep Learning and Bayesian Learning/05 - Unsupervised Learning/006 Gaussian Mixture Models (GMM) theory.mp419.99MB
  96. [TutsNode.com] - Machine Learning, Deep Learning and Bayesian Learning/03 - Machine Learning Numpy + Scikit Learn/011 Classification and Regression Trees.mp419.98MB
  97. [TutsNode.com] - Machine Learning, Deep Learning and Bayesian Learning/08 - Deep Learning (TensorFlow) - Convolutional Neural Nets/002 Fashion MNIST feed forward net for benchmarking.mp419.66MB
  98. [TutsNode.com] - Machine Learning, Deep Learning and Bayesian Learning/04 - Machine Learning Classification + Time Series + Model Diagnostics/020 Area Under Curve (AUC) Part 2.mp419.5MB
  99. [TutsNode.com] - Machine Learning, Deep Learning and Bayesian Learning/04 - Machine Learning Classification + Time Series + Model Diagnostics/016 Overfitting.mp419.33MB
  100. [TutsNode.com] - Machine Learning, Deep Learning and Bayesian Learning/09 - Deep Learning Recurrent Neural Nets/004 Recurrent Neural Nets - Theory.mp419.06MB
  101. [TutsNode.com] - Machine Learning, Deep Learning and Bayesian Learning/12 - Pixel Level Segmentation (Semantic Segmentation) with PyTorch/002 Coco Dataset + Augmentations for Segmentation with Torchvision.mp418.9MB
  102. [TutsNode.com] - Machine Learning, Deep Learning and Bayesian Learning/02 - Basic python + Pandas + Plotting/003 Dictionaries.mp418.79MB
  103. [TutsNode.com] - Machine Learning, Deep Learning and Bayesian Learning/15 - Model Deployment/007 CLIP model.mp418.74MB
  104. [TutsNode.com] - Machine Learning, Deep Learning and Bayesian Learning/02 - Basic python + Pandas + Plotting/022 Scatter Plots.mp418.6MB
  105. [TutsNode.com] - Machine Learning, Deep Learning and Bayesian Learning/02 - Basic python + Pandas + Plotting/016 Pandas groupby.mp418.34MB
  106. [TutsNode.com] - Machine Learning, Deep Learning and Bayesian Learning/06 - Natural Language Processing + Regularization/014 MSE recap.mp418.3MB
  107. [TutsNode.com] - Machine Learning, Deep Learning and Bayesian Learning/14 - Bayesian Learning and probabilistic programming/001 Introduction and Terminology.mp418.13MB
  108. [TutsNode.com] - Machine Learning, Deep Learning and Bayesian Learning/08 - Deep Learning (TensorFlow) - Convolutional Neural Nets/006 MaxPool (and comparison to stride).mp417.68MB
  109. [TutsNode.com] - Machine Learning, Deep Learning and Bayesian Learning/08 - Deep Learning (TensorFlow) - Convolutional Neural Nets/004 Model fitting and discussion of results.mp417.41MB
  110. [TutsNode.com] - Machine Learning, Deep Learning and Bayesian Learning/07 - Deep Learning/002 DL theory part 1.mp417.23MB
  111. [TutsNode.com] - Machine Learning, Deep Learning and Bayesian Learning/14 - Bayesian Learning and probabilistic programming/006 Data Setup for Bayesian Linear Regression.mp417.11MB
  112. [TutsNode.com] - Machine Learning, Deep Learning and Bayesian Learning/07 - Deep Learning/010 Batch Norm.mp417.04MB
  113. [TutsNode.com] - Machine Learning, Deep Learning and Bayesian Learning/04 - Machine Learning Classification + Time Series + Model Diagnostics/014 Theory behind FB Prophet.mp416.86MB
  114. [TutsNode.com] - Machine Learning, Deep Learning and Bayesian Learning/12 - Pixel Level Segmentation (Semantic Segmentation) with PyTorch/008 Weights and Biases Logging images.mp415.83MB
  115. [TutsNode.com] - Machine Learning, Deep Learning and Bayesian Learning/11 - Deep Learning Transfer Learning with PyTorch Lightning/004 PyTorch transfer learning with ResNet.mp415.43MB
  116. [TutsNode.com] - Machine Learning, Deep Learning and Bayesian Learning/07 - Deep Learning/005 Activation functions.mp415.37MB
  117. [TutsNode.com] - Machine Learning, Deep Learning and Bayesian Learning/02 - Basic python + Pandas + Plotting/023 Subplots.mp415.31MB
  118. [TutsNode.com] - Machine Learning, Deep Learning and Bayesian Learning/11 - Deep Learning Transfer Learning with PyTorch Lightning/008 Cassava Leaf Dataset.mp415.28MB
  119. [TutsNode.com] - Machine Learning, Deep Learning and Bayesian Learning/14 - Bayesian Learning and probabilistic programming/008 Bayesian Rolling Regression - Problem setup.mp414.84MB
  120. [TutsNode.com] - Machine Learning, Deep Learning and Bayesian Learning/11 - Deep Learning Transfer Learning with PyTorch Lightning/003 PyTorch datasets + Torchvision.mp414.72MB
  121. [TutsNode.com] - Machine Learning, Deep Learning and Bayesian Learning/12 - Pixel Level Segmentation (Semantic Segmentation) with PyTorch/003 Unet Architecture overview.mp414.7MB
  122. [TutsNode.com] - Machine Learning, Deep Learning and Bayesian Learning/04 - Machine Learning Classification + Time Series + Model Diagnostics/006 Sklearn classification prelude.mp414.31MB
  123. [TutsNode.com] - Machine Learning, Deep Learning and Bayesian Learning/02 - Basic python + Pandas + Plotting/014 Pandas loc and iloc 2.mp413.84MB
  124. [TutsNode.com] - Machine Learning, Deep Learning and Bayesian Learning/06 - Natural Language Processing + Regularization/006 N-grams.mp413.79MB
  125. [TutsNode.com] - Machine Learning, Deep Learning and Bayesian Learning/16 - Final Thoughts/001 Some advice on your journey.mp413.56MB
  126. [TutsNode.com] - Machine Learning, Deep Learning and Bayesian Learning/12 - Pixel Level Segmentation (Semantic Segmentation) with PyTorch/004 PyTorch Model Architecture.mp413.55MB
  127. [TutsNode.com] - Machine Learning, Deep Learning and Bayesian Learning/04 - Machine Learning Classification + Time Series + Model Diagnostics/003 Theory part 1.mp413.54MB
  128. [TutsNode.com] - Machine Learning, Deep Learning and Bayesian Learning/05 - Unsupervised Learning/005 DBSCAN theory.mp413.21MB
  129. [TutsNode.com] - Machine Learning, Deep Learning and Bayesian Learning/02 - Basic python + Pandas + Plotting/006 Conditional statements.mp412.6MB
  130. [TutsNode.com] - Machine Learning, Deep Learning and Bayesian Learning/06 - Natural Language Processing + Regularization/007 Word (feature) importance.mp412.41MB
  131. [TutsNode.com] - Machine Learning, Deep Learning and Bayesian Learning/10 - Deep Learning PyTorch Introduction/002 Pytorch TensorDataset.mp412.4MB
  132. [TutsNode.com] - Machine Learning, Deep Learning and Bayesian Learning/02 - Basic python + Pandas + Plotting/007 For loops.mp412.38MB
  133. [TutsNode.com] - Machine Learning, Deep Learning and Bayesian Learning/15 - Model Deployment/003 FastAPI intro.mp411.64MB
  134. [TutsNode.com] - Machine Learning, Deep Learning and Bayesian Learning/04 - Machine Learning Classification + Time Series + Model Diagnostics/010 Intro.mp411.41MB
  135. [TutsNode.com] - Machine Learning, Deep Learning and Bayesian Learning/04 - Machine Learning Classification + Time Series + Model Diagnostics/002 Kaggle part 2.mp411.13MB
  136. [TutsNode.com] - Machine Learning, Deep Learning and Bayesian Learning/14 - Bayesian Learning and probabilistic programming/014 Minibatch Variational Bayes.mp411.05MB
  137. [TutsNode.com] - Machine Learning, Deep Learning and Bayesian Learning/10 - Deep Learning PyTorch Introduction/004 Deep Learning with PyTorch nn.Sequential models.mp411.04MB
  138. [TutsNode.com] - Machine Learning, Deep Learning and Bayesian Learning/06 - Natural Language Processing + Regularization/002 Stop words and Term Frequency.mp410.7MB
  139. [TutsNode.com] - Machine Learning, Deep Learning and Bayesian Learning/14 - Bayesian Learning and probabilistic programming/016 Deep Bayesian Networks - analysis.mp410.49MB
  140. [TutsNode.com] - Machine Learning, Deep Learning and Bayesian Learning/06 - Natural Language Processing + Regularization/001 Intro.mp410.37MB
  141. [TutsNode.com] - Machine Learning, Deep Learning and Bayesian Learning/07 - Deep Learning/008 Deep Learning Input Normalisation.mp410.35MB
  142. [TutsNode.com] - Machine Learning, Deep Learning and Bayesian Learning/10 - Deep Learning PyTorch Introduction/007 Deep Learning with Pytorch Optimizers.mp410.19MB
  143. [TutsNode.com] - Machine Learning, Deep Learning and Bayesian Learning/06 - Natural Language Processing + Regularization/015 L2 Loss Ridge Regression intro.mp410.04MB
  144. [TutsNode.com] - Machine Learning, Deep Learning and Bayesian Learning/11 - Deep Learning Transfer Learning with PyTorch Lightning/005 PyTorch Lightning Model.mp49.42MB
  145. [TutsNode.com] - Machine Learning, Deep Learning and Bayesian Learning/11 - Deep Learning Transfer Learning with PyTorch Lightning/002 Kaggle problem description.mp49.19MB
  146. [TutsNode.com] - Machine Learning, Deep Learning and Bayesian Learning/01 - Introduction/004 Jupyter Notebooks.mp48.71MB
  147. [TutsNode.com] - Machine Learning, Deep Learning and Bayesian Learning/14 - Bayesian Learning and probabilistic programming/011 Variational Bayes Intro.mp48.64MB
  148. [TutsNode.com] - Machine Learning, Deep Learning and Bayesian Learning/02 - Basic python + Pandas + Plotting/019 Line plot.mp48.55MB
  149. [TutsNode.com] - Machine Learning, Deep Learning and Bayesian Learning/11 - Deep Learning Transfer Learning with PyTorch Lightning/013 Cross Entropy Loss for Imbalanced Classes.mp48.5MB
  150. [TutsNode.com] - Machine Learning, Deep Learning and Bayesian Learning/11 - Deep Learning Transfer Learning with PyTorch Lightning/012 Setting up PyTorch Lightning for training.mp48.36MB
  151. [TutsNode.com] - Machine Learning, Deep Learning and Bayesian Learning/06 - Natural Language Processing + Regularization/013 Introduction.mp48.35MB
  152. [TutsNode.com] - Machine Learning, Deep Learning and Bayesian Learning/13 - Deep Learning Transformers and BERT/004 BERT - The theory.mp48.14MB
  153. [TutsNode.com] - Machine Learning, Deep Learning and Bayesian Learning/11 - Deep Learning Transfer Learning with PyTorch Lightning/011 Deep Learning Transfer Learning Model with ResNet.mp48.01MB
  154. [TutsNode.com] - Machine Learning, Deep Learning and Bayesian Learning/11 - Deep Learning Transfer Learning with PyTorch Lightning/010 Train vs Test Augmentations + DataLoader parameters.mp47.73MB
  155. [TutsNode.com] - Machine Learning, Deep Learning and Bayesian Learning/15 - Model Deployment/002 Saving Models.mp47.56MB
  156. [TutsNode.com] - Machine Learning, Deep Learning and Bayesian Learning/14 - Bayesian Learning and probabilistic programming/013 Variational Bayesian Inference Result Analysis.mp47.37MB
  157. [TutsNode.com] - Machine Learning, Deep Learning and Bayesian Learning/14 - Bayesian Learning and probabilistic programming/015 Deep Bayesian Networks.mp47.27MB
  158. [TutsNode.com] - Machine Learning, Deep Learning and Bayesian Learning/11 - Deep Learning Transfer Learning with PyTorch Lightning/014 PyTorch Test dataset setup and evaluation.mp47.1MB
  159. [TutsNode.com] - Machine Learning, Deep Learning and Bayesian Learning/13 - Deep Learning Transformers and BERT/005 Kaggle Multi-lingual Toxic Comment Classification Challenge.mp46.82MB
  160. [TutsNode.com] - Machine Learning, Deep Learning and Bayesian Learning/04 - Machine Learning Classification + Time Series + Model Diagnostics/001 Kaggle part 1.mp46.75MB
  161. [TutsNode.com] - Machine Learning, Deep Learning and Bayesian Learning/02 - Basic python + Pandas + Plotting/008 Dictionaries again.mp46.17MB
  162. [TutsNode.com] - Machine Learning, Deep Learning and Bayesian Learning/06 - Natural Language Processing + Regularization/003 Term Frequency - Inverse Document Frequency (Tf - Idf) theory.mp46.05MB
  163. [TutsNode.com] - Machine Learning, Deep Learning and Bayesian Learning/08 - Deep Learning (TensorFlow) - Convolutional Neural Nets/001 Intro.mp45.97MB
  164. [TutsNode.com] - Machine Learning, Deep Learning and Bayesian Learning/15 - Model Deployment/005 Streamlit Intro.mp45.95MB
  165. [TutsNode.com] - Machine Learning, Deep Learning and Bayesian Learning/09 - Deep Learning Recurrent Neural Nets/006 Deep Learning - Stacking LSTMs + GRUs.mp45.03MB
  166. [TutsNode.com] - Machine Learning, Deep Learning and Bayesian Learning/02 - Basic python + Pandas + Plotting/010 Intro.mp45.02MB
  167. [TutsNode.com] - Machine Learning, Deep Learning and Bayesian Learning/10 - Deep Learning PyTorch Introduction/009 Pytorch in GPUs.mp44.97MB
  168. [TutsNode.com] - Machine Learning, Deep Learning and Bayesian Learning/03 - Machine Learning Numpy + Scikit Learn/013 Random Forest theory.mp44.82MB
  169. [TutsNode.com] - Machine Learning, Deep Learning and Bayesian Learning/11 - Deep Learning Transfer Learning with PyTorch Lightning/001 Transfer Learning Introduction.mp44.46MB
  170. [TutsNode.com] - Machine Learning, Deep Learning and Bayesian Learning/11 - Deep Learning Transfer Learning with PyTorch Lightning/007 Deep Learning for Cassava Leaf Classification.mp44.14MB
  171. [TutsNode.com] - Machine Learning, Deep Learning and Bayesian Learning/13 - Deep Learning Transformers and BERT/001 Introduction to Transformers.mp43.41MB
  172. [TutsNode.com] - Machine Learning, Deep Learning and Bayesian Learning/02 - Basic python + Pandas + Plotting/001 Intro.mp42.89MB
  173. [TutsNode.com] - Machine Learning, Deep Learning and Bayesian Learning/15 - Model Deployment/001 Intro.mp42.52MB
  174. [TutsNode.com] - Machine Learning, Deep Learning and Bayesian Learning/10 - Deep Learning PyTorch Introduction/001 Introduction.mp42.23MB
  175. [TutsNode.com] - Machine Learning, Deep Learning and Bayesian Learning/03 - Machine Learning Numpy + Scikit Learn/001 Your reviews are important to me!.mp42.05MB
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