[Tutorialsplanet.NET] Udemy - Machine Learning, Deep Learning and Bayesian Learning

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Files
  1. 01 - Introduction/001 Introduction.mp4 41.80MB
  2. 01 - Introduction/001 Introduction_en.vtt 2.22KB
  3. 01 - Introduction/002 How to tackle this course.mp4 48.85MB
  4. 01 - Introduction/002 How to tackle this course_en.vtt 6.21KB
  5. 01 - Introduction/003 Installations and sign ups.mp4 42.79MB
  6. 01 - Introduction/003 Installations and sign ups_en.vtt 4.75KB
  7. 01 - Introduction/004 Jupyter Notebooks.mp4 8.71MB
  8. 01 - Introduction/004 Jupyter Notebooks_en.vtt 4.94KB
  9. 01 - Introduction/005 Course Material.html 130B
  10. 01 - Introduction/30889860-course-code-material.zip 26.20MB
  11. 01 - Introduction/[Tutorialsplanet.NET].url 128B
  12. 02 - Basic python + Pandas + Plotting/001 Intro.mp4 2.89MB
  13. 02 - Basic python + Pandas + Plotting/001 Intro_en.vtt 865B
  14. 02 - Basic python + Pandas + Plotting/002 Basic Data Structures.mp4 21.89MB
  15. 02 - Basic python + Pandas + Plotting/002 Basic Data Structures_en.vtt 6.41KB
  16. 02 - Basic python + Pandas + Plotting/003 Dictionaries.mp4 18.79MB
  17. 02 - Basic python + Pandas + Plotting/003 Dictionaries_en.vtt 3.80KB
  18. 02 - Basic python + Pandas + Plotting/004 Python functions (methods).mp4 27.58MB
  19. 02 - Basic python + Pandas + Plotting/004 Python functions (methods)_en.vtt 5.55KB
  20. 02 - Basic python + Pandas + Plotting/005 Numpy functions.mp4 62.44MB
  21. 02 - Basic python + Pandas + Plotting/005 Numpy functions_en.vtt 10.64KB
  22. 02 - Basic python + Pandas + Plotting/006 Conditional statements.mp4 12.60MB
  23. 02 - Basic python + Pandas + Plotting/006 Conditional statements_en.vtt 3.92KB
  24. 02 - Basic python + Pandas + Plotting/007 For loops.mp4 12.38MB
  25. 02 - Basic python + Pandas + Plotting/007 For loops_en.vtt 4.17KB
  26. 02 - Basic python + Pandas + Plotting/008 Dictionaries again.mp4 6.17MB
  27. 02 - Basic python + Pandas + Plotting/008 Dictionaries again_en.vtt 3.11KB
  28. 02 - Basic python + Pandas + Plotting/009 -------------------------------- Pandas --------------------------------.html 61B
  29. 02 - Basic python + Pandas + Plotting/010 Intro.mp4 5.02MB
  30. 02 - Basic python + Pandas + Plotting/010 Intro_en.vtt 2.41KB
  31. 02 - Basic python + Pandas + Plotting/011 Pandas simple functions.mp4 38.33MB
  32. 02 - Basic python + Pandas + Plotting/011 Pandas simple functions_en.vtt 11.39KB
  33. 02 - Basic python + Pandas + Plotting/012 Pandas Subsetting.mp4 22.05MB
  34. 02 - Basic python + Pandas + Plotting/012 Pandas Subsetting_en.vtt 6.27KB
  35. 02 - Basic python + Pandas + Plotting/013 Pandas loc and iloc.mp4 41.82MB
  36. 02 - Basic python + Pandas + Plotting/013 Pandas loc and iloc_en.vtt 7.62KB
  37. 02 - Basic python + Pandas + Plotting/014 Pandas loc and iloc 2.mp4 13.84MB
  38. 02 - Basic python + Pandas + Plotting/014 Pandas loc and iloc 2_en.vtt 5.21KB
  39. 02 - Basic python + Pandas + Plotting/015 Pandas map and apply.mp4 31.43MB
  40. 02 - Basic python + Pandas + Plotting/015 Pandas map and apply_en.vtt 8.21KB
  41. 02 - Basic python + Pandas + Plotting/016 Pandas groupby.mp4 18.34MB
  42. 02 - Basic python + Pandas + Plotting/016 Pandas groupby_en.vtt 7.04KB
  43. 02 - Basic python + Pandas + Plotting/017 ----- Plotting --------.html 47B
  44. 02 - Basic python + Pandas + Plotting/018 Plotting resources (notebooks).html 92B
  45. 02 - Basic python + Pandas + Plotting/019 Line plot.mp4 8.55MB
  46. 02 - Basic python + Pandas + Plotting/019 Line plot_en.vtt 3.24KB
  47. 02 - Basic python + Pandas + Plotting/020 Plot multiple lines.mp4 45.39MB
  48. 02 - Basic python + Pandas + Plotting/020 Plot multiple lines_en.vtt 3.91KB
  49. 02 - Basic python + Pandas + Plotting/021 Histograms.mp4 21.62MB
  50. 02 - Basic python + Pandas + Plotting/021 Histograms_en.vtt 7.87KB
  51. 02 - Basic python + Pandas + Plotting/022 Scatter Plots.mp4 18.60MB
  52. 02 - Basic python + Pandas + Plotting/022 Scatter Plots_en.vtt 6.39KB
  53. 02 - Basic python + Pandas + Plotting/023 Subplots.mp4 15.31MB
  54. 02 - Basic python + Pandas + Plotting/023 Subplots_en.vtt 6.00KB
  55. 02 - Basic python + Pandas + Plotting/024 Seaborn + pair plots.mp4 49.67MB
  56. 02 - Basic python + Pandas + Plotting/024 Seaborn + pair plots_en.vtt 7.95KB
  57. 02 - Basic python + Pandas + Plotting/31237618-03-0-plotting.zip 2.80MB
  58. 02 - Basic python + Pandas + Plotting/31283222-multi-plot.py 440B
  59. 02 - Basic python + Pandas + Plotting/34142844-04-pairplots.ipynb 200.49KB
  60. 03 - Machine Learning Numpy + Scikit Learn/001 Your reviews are important to me!.mp4 2.05MB
  61. 03 - Machine Learning Numpy + Scikit Learn/002 ----------- Numpy -------------.html 129B
  62. 03 - Machine Learning Numpy + Scikit Learn/003 Gradient Descent.mp4 43.40MB
  63. 03 - Machine Learning Numpy + Scikit Learn/003 Gradient Descent_en.vtt 16.58KB
  64. 03 - Machine Learning Numpy + Scikit Learn/004 Kmeans part 1.mp4 78.37MB
  65. 03 - Machine Learning Numpy + Scikit Learn/004 Kmeans part 1_en.vtt 11.79KB
  66. 03 - Machine Learning Numpy + Scikit Learn/005 Kmeans part 2.mp4 63.19MB
  67. 03 - Machine Learning Numpy + Scikit Learn/005 Kmeans part 2_en.vtt 19.71KB
  68. 03 - Machine Learning Numpy + Scikit Learn/006 Broadcasting.mp4 27.13MB
  69. 03 - Machine Learning Numpy + Scikit Learn/006 Broadcasting_en.vtt 9.64KB
  70. 03 - Machine Learning Numpy + Scikit Learn/007 ---------------- Scikit Learn -------------------------------------.html 72B
  71. 03 - Machine Learning Numpy + Scikit Learn/008 Intro.mp4 35.38MB
  72. 03 - Machine Learning Numpy + Scikit Learn/008 Intro_en.vtt 4.95KB
  73. 03 - Machine Learning Numpy + Scikit Learn/009 Linear Regresson Part 1.mp4 90.54MB
  74. 03 - Machine Learning Numpy + Scikit Learn/009 Linear Regresson Part 1_en.vtt 12.25KB
  75. 03 - Machine Learning Numpy + Scikit Learn/010 Linear Regression Part 2.mp4 71.55MB
  76. 03 - Machine Learning Numpy + Scikit Learn/010 Linear Regression Part 2_en.vtt 11.21KB
  77. 03 - Machine Learning Numpy + Scikit Learn/011 Classification and Regression Trees.mp4 19.98MB
  78. 03 - Machine Learning Numpy + Scikit Learn/011 Classification and Regression Trees_en.vtt 6.44KB
  79. 03 - Machine Learning Numpy + Scikit Learn/012 CART part 2.mp4 166.49MB
  80. 03 - Machine Learning Numpy + Scikit Learn/012 CART part 2_en.vtt 20.53KB
  81. 03 - Machine Learning Numpy + Scikit Learn/013 Random Forest theory.mp4 4.82MB
  82. 03 - Machine Learning Numpy + Scikit Learn/013 Random Forest theory_en.vtt 2.53KB
  83. 03 - Machine Learning Numpy + Scikit Learn/014 Random Forest Code.mp4 36.74MB
  84. 03 - Machine Learning Numpy + Scikit Learn/014 Random Forest Code_en.vtt 6.66KB
  85. 03 - Machine Learning Numpy + Scikit Learn/015 Gradient Boosted Machines.mp4 67.61MB
  86. 03 - Machine Learning Numpy + Scikit Learn/015 Gradient Boosted Machines_en.vtt 9.70KB
  87. 04 - Machine Learning Classification + Time Series + Model Diagnostics/001 Kaggle part 1.mp4 6.75MB
  88. 04 - Machine Learning Classification + Time Series + Model Diagnostics/001 Kaggle part 1_en.vtt 2.63KB
  89. 04 - Machine Learning Classification + Time Series + Model Diagnostics/002 Kaggle part 2.mp4 11.13MB
  90. 04 - Machine Learning Classification + Time Series + Model Diagnostics/002 Kaggle part 2_en.vtt 3.27KB
  91. 04 - Machine Learning Classification + Time Series + Model Diagnostics/003 Theory part 1.mp4 13.54MB
  92. 04 - Machine Learning Classification + Time Series + Model Diagnostics/003 Theory part 1_en.vtt 6.74KB
  93. 04 - Machine Learning Classification + Time Series + Model Diagnostics/004 Theory part 2 + code.mp4 27.28MB
  94. 04 - Machine Learning Classification + Time Series + Model Diagnostics/004 Theory part 2 + code_en.vtt 6.28KB
  95. 04 - Machine Learning Classification + Time Series + Model Diagnostics/005 Titanic dataset.mp4 116.30MB
  96. 04 - Machine Learning Classification + Time Series + Model Diagnostics/005 Titanic dataset_en.vtt 15.21KB
  97. 04 - Machine Learning Classification + Time Series + Model Diagnostics/006 Sklearn classification prelude.mp4 14.31MB
  98. 04 - Machine Learning Classification + Time Series + Model Diagnostics/006 Sklearn classification prelude_en.vtt 5.26KB
  99. 04 - Machine Learning Classification + Time Series + Model Diagnostics/007 Sklearn classification.mp4 89.99MB
  100. 04 - Machine Learning Classification + Time Series + Model Diagnostics/007 Sklearn classification_en.vtt 14.46KB
  101. 04 - Machine Learning Classification + Time Series + Model Diagnostics/008 Dealing with missing values.mp4 50.76MB
  102. 04 - Machine Learning Classification + Time Series + Model Diagnostics/008 Dealing with missing values_en.vtt 5.75KB
  103. 04 - Machine Learning Classification + Time Series + Model Diagnostics/009 --------- Time Series -------------------.html 255B
  104. 04 - Machine Learning Classification + Time Series + Model Diagnostics/010 Intro.mp4 11.41MB
  105. 04 - Machine Learning Classification + Time Series + Model Diagnostics/010 Intro_en.vtt 5.91KB
  106. 04 - Machine Learning Classification + Time Series + Model Diagnostics/011 Loss functions.mp4 46.45MB
  107. 04 - Machine Learning Classification + Time Series + Model Diagnostics/011 Loss functions_en.vtt 7.15KB
  108. 04 - Machine Learning Classification + Time Series + Model Diagnostics/012 FB Prophet part 1.mp4 78.03MB
  109. 04 - Machine Learning Classification + Time Series + Model Diagnostics/012 FB Prophet part 1_en.vtt 9.77KB
  110. 04 - Machine Learning Classification + Time Series + Model Diagnostics/013 FB Prophet part 2.mp4 24.45MB
  111. 04 - Machine Learning Classification + Time Series + Model Diagnostics/013 FB Prophet part 2_en.vtt 4.09KB
  112. 04 - Machine Learning Classification + Time Series + Model Diagnostics/014 Theory behind FB Prophet.mp4 16.86MB
  113. 04 - Machine Learning Classification + Time Series + Model Diagnostics/014 Theory behind FB Prophet_en.vtt 5.89KB
  114. 04 - Machine Learning Classification + Time Series + Model Diagnostics/015 ------------ Model Diagnostics -----.html 112B
  115. 04 - Machine Learning Classification + Time Series + Model Diagnostics/016 Overfitting.mp4 19.33MB
  116. 04 - Machine Learning Classification + Time Series + Model Diagnostics/016 Overfitting_en.vtt 6.99KB
  117. 04 - Machine Learning Classification + Time Series + Model Diagnostics/017 Cross Validation.mp4 53.72MB
  118. 04 - Machine Learning Classification + Time Series + Model Diagnostics/017 Cross Validation_en.vtt 8.26KB
  119. 04 - Machine Learning Classification + Time Series + Model Diagnostics/018 Stratified K Fold.mp4 58.11MB
  120. 04 - Machine Learning Classification + Time Series + Model Diagnostics/018 Stratified K Fold_en.vtt 9.92KB
  121. 04 - Machine Learning Classification + Time Series + Model Diagnostics/019 Area Under Curve (AUC) Part 1.mp4 84.11MB
  122. 04 - Machine Learning Classification + Time Series + Model Diagnostics/019 Area Under Curve (AUC) Part 1_en.vtt 9.21KB
  123. 04 - Machine Learning Classification + Time Series + Model Diagnostics/020 Area Under Curve (AUC) Part 2.mp4 19.50MB
  124. 04 - Machine Learning Classification + Time Series + Model Diagnostics/020 Area Under Curve (AUC) Part 2_en.vtt 6.96KB
  125. 05 - Unsupervised Learning/001 Principal Component Analysis (PCA) theory.mp4 20.54MB
  126. 05 - Unsupervised Learning/001 Principal Component Analysis (PCA) theory_en.vtt 8.98KB
  127. 05 - Unsupervised Learning/002 Fashion MNIST PCA.mp4 102.09MB
  128. 05 - Unsupervised Learning/002 Fashion MNIST PCA_en.vtt 10.46KB
  129. 05 - Unsupervised Learning/003 K-means.mp4 22.30MB
  130. 05 - Unsupervised Learning/003 K-means_en.vtt 7.61KB
  131. 05 - Unsupervised Learning/004 Other clustering methods.mp4 48.05MB
  132. 05 - Unsupervised Learning/004 Other clustering methods_en.vtt 7.17KB
  133. 05 - Unsupervised Learning/005 DBSCAN theory.mp4 13.21MB
  134. 05 - Unsupervised Learning/005 DBSCAN theory_en.vtt 6.90KB
  135. 05 - Unsupervised Learning/006 Gaussian Mixture Models (GMM) theory.mp4 19.99MB
  136. 05 - Unsupervised Learning/006 Gaussian Mixture Models (GMM) theory_en.vtt 7.88KB
  137. 05 - Unsupervised Learning/[Tutorialsplanet.NET].url 128B
  138. 06 - Natural Language Processing + Regularization/001 Intro.mp4 10.37MB
  139. 06 - Natural Language Processing + Regularization/001 Intro_en.vtt 5.39KB
  140. 06 - Natural Language Processing + Regularization/002 Stop words and Term Frequency.mp4 10.70MB
  141. 06 - Natural Language Processing + Regularization/002 Stop words and Term Frequency_en.vtt 4.94KB
  142. 06 - Natural Language Processing + Regularization/003 Term Frequency - Inverse Document Frequency (Tf - Idf) theory.mp4 6.05MB
  143. 06 - Natural Language Processing + Regularization/003 Term Frequency - Inverse Document Frequency (Tf - Idf) theory_en.vtt 3.04KB
  144. 06 - Natural Language Processing + Regularization/004 Financial News Sentiment Classifier.mp4 33.71MB
  145. 06 - Natural Language Processing + Regularization/004 Financial News Sentiment Classifier_en.vtt 9.99KB
  146. 06 - Natural Language Processing + Regularization/005 NLTK + Stemming.mp4 45.59MB
  147. 06 - Natural Language Processing + Regularization/005 NLTK + Stemming_en.vtt 7.82KB
  148. 06 - Natural Language Processing + Regularization/006 N-grams.mp4 13.79MB
  149. 06 - Natural Language Processing + Regularization/006 N-grams_en.vtt 4.04KB
  150. 06 - Natural Language Processing + Regularization/007 Word (feature) importance.mp4 12.41MB
  151. 06 - Natural Language Processing + Regularization/007 Word (feature) importance_en.vtt 3.75KB
  152. 06 - Natural Language Processing + Regularization/008 Spacy intro.mp4 33.22MB
  153. 06 - Natural Language Processing + Regularization/008 Spacy intro_en.vtt 5.58KB
  154. 06 - Natural Language Processing + Regularization/009 Feature Extraction with Spacy (using Pandas).mp4 76.46MB
  155. 06 - Natural Language Processing + Regularization/009 Feature Extraction with Spacy (using Pandas)_en.vtt 9.84KB
  156. 06 - Natural Language Processing + Regularization/010 Classification Example.mp4 24.10MB
  157. 06 - Natural Language Processing + Regularization/010 Classification Example_en.vtt 4.28KB
  158. 06 - Natural Language Processing + Regularization/011 Over-sampling.mp4 32.84MB
  159. 06 - Natural Language Processing + Regularization/011 Over-sampling_en.vtt 5.81KB
  160. 06 - Natural Language Processing + Regularization/012 -------- Regularization ------------.html 218B
  161. 06 - Natural Language Processing + Regularization/013 Introduction.mp4 8.35MB
  162. 06 - Natural Language Processing + Regularization/013 Introduction_en.vtt 2.62KB
  163. 06 - Natural Language Processing + Regularization/014 MSE recap.mp4 18.30MB
  164. 06 - Natural Language Processing + Regularization/014 MSE recap_en.vtt 6.14KB
  165. 06 - Natural Language Processing + Regularization/015 L2 Loss Ridge Regression intro.mp4 10.04MB
  166. 06 - Natural Language Processing + Regularization/015 L2 Loss Ridge Regression intro_en.vtt 3.57KB
  167. 06 - Natural Language Processing + Regularization/016 Ridge regression (L2 penalised regression).mp4 46.97MB
  168. 06 - Natural Language Processing + Regularization/016 Ridge regression (L2 penalised regression)_en.vtt 7.90KB
  169. 06 - Natural Language Processing + Regularization/017 S&P500 data preparation for L1 loss.mp4 25.22MB
  170. 06 - Natural Language Processing + Regularization/017 S&P500 data preparation for L1 loss_en.vtt 7.13KB
  171. 06 - Natural Language Processing + Regularization/018 L1 Penalised Regression (Lasso).mp4 31.42MB
  172. 06 - Natural Language Processing + Regularization/018 L1 Penalised Regression (Lasso)_en.vtt 5.60KB
  173. 06 - Natural Language Processing + Regularization/019 L1 L2 Penalty theory why it works.mp4 23.22MB
  174. 06 - Natural Language Processing + Regularization/019 L1 L2 Penalty theory why it works_en.vtt 3.78KB
  175. 06 - Natural Language Processing + Regularization/31762302-06-0-reguralisation.zip 2.56MB
  176. 07 - Deep Learning/001 Intro.mp4 632.60KB
  177. 07 - Deep Learning/001 Intro_en.vtt 473B
  178. 07 - Deep Learning/002 DL theory part 1.mp4 17.23MB
  179. 07 - Deep Learning/002 DL theory part 1_en.vtt 6.15KB
  180. 07 - Deep Learning/003 DL theory part 2.mp4 22.80MB
  181. 07 - Deep Learning/003 DL theory part 2_en.vtt 3.94KB
  182. 07 - Deep Learning/004 Tensorflow + Keras demo problem 1.mp4 43.33MB
  183. 07 - Deep Learning/004 Tensorflow + Keras demo problem 1_en.vtt 16.43KB
  184. 07 - Deep Learning/005 Activation functions.mp4 15.37MB
  185. 07 - Deep Learning/005 Activation functions_en.vtt 5.51KB
  186. 07 - Deep Learning/006 First example with Relu.mp4 32.62MB
  187. 07 - Deep Learning/006 First example with Relu_en.vtt 5.40KB
  188. 07 - Deep Learning/007 MNIST and Softmax.mp4 55.76MB
  189. 07 - Deep Learning/007 MNIST and Softmax_en.vtt 10.43KB
  190. 07 - Deep Learning/008 Deep Learning Input Normalisation.mp4 10.35MB
  191. 07 - Deep Learning/008 Deep Learning Input Normalisation_en.vtt 3.16KB
  192. 07 - Deep Learning/009 Softmax theory.mp4 58.32MB
  193. 07 - Deep Learning/009 Softmax theory_en.vtt 5.52KB
  194. 07 - Deep Learning/010 Batch Norm.mp4 17.04MB
  195. 07 - Deep Learning/010 Batch Norm_en.vtt 5.66KB
  196. 07 - Deep Learning/011 Batch Norm Theory.mp4 53.89MB
  197. 07 - Deep Learning/011 Batch Norm Theory_en.vtt 8.29KB
  198. 07 - Deep Learning/32725408-09-tensorflow.zip 2.66MB
  199. 08 - Deep Learning (TensorFlow) - Convolutional Neural Nets/001 Intro.mp4 5.97MB
  200. 08 - Deep Learning (TensorFlow) - Convolutional Neural Nets/001 Intro_en.vtt 3.18KB
  201. 08 - Deep Learning (TensorFlow) - Convolutional Neural Nets/002 Fashion MNIST feed forward net for benchmarking.mp4 19.66MB
  202. 08 - Deep Learning (TensorFlow) - Convolutional Neural Nets/002 Fashion MNIST feed forward net for benchmarking_en.vtt 3.50KB
  203. 08 - Deep Learning (TensorFlow) - Convolutional Neural Nets/003 Keras Conv2D layer.mp4 44.46MB
  204. 08 - Deep Learning (TensorFlow) - Convolutional Neural Nets/003 Keras Conv2D layer_en.vtt 8.57KB
  205. 08 - Deep Learning (TensorFlow) - Convolutional Neural Nets/004 Model fitting and discussion of results.mp4 17.41MB
  206. 08 - Deep Learning (TensorFlow) - Convolutional Neural Nets/004 Model fitting and discussion of results_en.vtt 2.91KB
  207. 08 - Deep Learning (TensorFlow) - Convolutional Neural Nets/005 Dropout theory and code.mp4 23.67MB
  208. 08 - Deep Learning (TensorFlow) - Convolutional Neural Nets/005 Dropout theory and code_en.vtt 6.99KB
  209. 08 - Deep Learning (TensorFlow) - Convolutional Neural Nets/006 MaxPool (and comparison to stride).mp4 17.68MB
  210. 08 - Deep Learning (TensorFlow) - Convolutional Neural Nets/006 MaxPool (and comparison to stride)_en.vtt 5.39KB
  211. 08 - Deep Learning (TensorFlow) - Convolutional Neural Nets/007 Cifar-10.mp4 27.28MB
  212. 08 - Deep Learning (TensorFlow) - Convolutional Neural Nets/007 Cifar-10_en.vtt 10.08KB
  213. 08 - Deep Learning (TensorFlow) - Convolutional Neural Nets/008 Nose Tip detection with CNNs.mp4 68.69MB
  214. 08 - Deep Learning (TensorFlow) - Convolutional Neural Nets/008 Nose Tip detection with CNNs_en.vtt 12.48KB
  215. 09 - Deep Learning Recurrent Neural Nets/001 Word2vec and Embeddings.mp4 43.96MB
  216. 09 - Deep Learning Recurrent Neural Nets/001 Word2vec and Embeddings_en.vtt 8.33KB
  217. 09 - Deep Learning Recurrent Neural Nets/002 Kaggle + Word2Vec.mp4 27.79MB
  218. 09 - Deep Learning Recurrent Neural Nets/002 Kaggle + Word2Vec_en.vtt 10.54KB
  219. 09 - Deep Learning Recurrent Neural Nets/003 Word2Vec keras Model API.mp4 45.20MB
  220. 09 - Deep Learning Recurrent Neural Nets/003 Word2Vec keras Model API_en.vtt 13.27KB
  221. 09 - Deep Learning Recurrent Neural Nets/004 Recurrent Neural Nets - Theory.mp4 19.06MB
  222. 09 - Deep Learning Recurrent Neural Nets/004 Recurrent Neural Nets - Theory_en.vtt 10.55KB
  223. 09 - Deep Learning Recurrent Neural Nets/005 Deep Learning - Long Short Term Memory (LSTM) Nets.mp4 90.97MB
  224. 09 - Deep Learning Recurrent Neural Nets/005 Deep Learning - Long Short Term Memory (LSTM) Nets_en.vtt 11.78KB
  225. 09 - Deep Learning Recurrent Neural Nets/006 Deep Learning - Stacking LSTMs + GRUs.mp4 5.03MB
  226. 09 - Deep Learning Recurrent Neural Nets/006 Deep Learning - Stacking LSTMs + GRUs_en.vtt 2.15KB
  227. 09 - Deep Learning Recurrent Neural Nets/007 Transfer Learning - GLOVE vectors.mp4 74.57MB
  228. 09 - Deep Learning Recurrent Neural Nets/007 Transfer Learning - GLOVE vectors_en.vtt 11.45KB
  229. 09 - Deep Learning Recurrent Neural Nets/008 Sequence to Sequence Introduction + Data Prep.mp4 80.10MB
  230. 09 - Deep Learning Recurrent Neural Nets/008 Sequence to Sequence Introduction + Data Prep_en.vtt 7.99KB
  231. 09 - Deep Learning Recurrent Neural Nets/009 Sequence to Sequence model + Keras Model API.mp4 30.48MB
  232. 09 - Deep Learning Recurrent Neural Nets/009 Sequence to Sequence model + Keras Model API_en.vtt 8.73KB
  233. 09 - Deep Learning Recurrent Neural Nets/010 Sequence to Sequence models Prediction step.mp4 104.69MB
  234. 09 - Deep Learning Recurrent Neural Nets/010 Sequence to Sequence models Prediction step_en.vtt 13.13KB
  235. 10 - Deep Learning PyTorch Introduction/001 Introduction.mp4 2.23MB
  236. 10 - Deep Learning PyTorch Introduction/001 Introduction_en.vtt 1.23KB
  237. 10 - Deep Learning PyTorch Introduction/002 Pytorch TensorDataset.mp4 12.40MB
  238. 10 - Deep Learning PyTorch Introduction/002 Pytorch TensorDataset_en.vtt 5.01KB
  239. 10 - Deep Learning PyTorch Introduction/003 Pytorch Dataset and DataLoaders.mp4 35.35MB
  240. 10 - Deep Learning PyTorch Introduction/003 Pytorch Dataset and DataLoaders_en.vtt 5.73KB
  241. 10 - Deep Learning PyTorch Introduction/004 Deep Learning with PyTorch nn.Sequential models.mp4 11.04MB
  242. 10 - Deep Learning PyTorch Introduction/004 Deep Learning with PyTorch nn.Sequential models_en.vtt 5.70KB
  243. 10 - Deep Learning PyTorch Introduction/005 Deep Learning with Pytorch Loss functions.mp4 52.44MB
  244. 10 - Deep Learning PyTorch Introduction/005 Deep Learning with Pytorch Loss functions_en.vtt 8.69KB
  245. 10 - Deep Learning PyTorch Introduction/006 Deep Learning with Pytorch Stochastic Gradient Descent.mp4 79.46MB
  246. 10 - Deep Learning PyTorch Introduction/006 Deep Learning with Pytorch Stochastic Gradient Descent_en.vtt 8.07KB
  247. 10 - Deep Learning PyTorch Introduction/007 Deep Learning with Pytorch Optimizers.mp4 10.19MB
  248. 10 - Deep Learning PyTorch Introduction/007 Deep Learning with Pytorch Optimizers_en.vtt 3.40KB
  249. 10 - Deep Learning PyTorch Introduction/008 Pytorch Model API.mp4 33.24MB
  250. 10 - Deep Learning PyTorch Introduction/008 Pytorch Model API_en.vtt 5.50KB
  251. 10 - Deep Learning PyTorch Introduction/009 Pytorch in GPUs.mp4 4.97MB
  252. 10 - Deep Learning PyTorch Introduction/009 Pytorch in GPUs_en.vtt 2.57KB
  253. 10 - Deep Learning PyTorch Introduction/010 Deep Learning Intro to Pytorch Lightning.mp4 52.37MB
  254. 10 - Deep Learning PyTorch Introduction/010 Deep Learning Intro to Pytorch Lightning_en.vtt 9.27KB
  255. 10 - Deep Learning PyTorch Introduction/external-assets-links.txt 122B
  256. 11 - Deep Learning Transfer Learning with PyTorch Lightning/001 Transfer Learning Introduction.mp4 4.46MB
  257. 11 - Deep Learning Transfer Learning with PyTorch Lightning/001 Transfer Learning Introduction_en.vtt 1.99KB
  258. 11 - Deep Learning Transfer Learning with PyTorch Lightning/002 Kaggle problem description.mp4 9.19MB
  259. 11 - Deep Learning Transfer Learning with PyTorch Lightning/002 Kaggle problem description_en.vtt 2.79KB
  260. 11 - Deep Learning Transfer Learning with PyTorch Lightning/003 PyTorch datasets + Torchvision.mp4 14.72MB
  261. 11 - Deep Learning Transfer Learning with PyTorch Lightning/003 PyTorch datasets + Torchvision_en.vtt 4.19KB
  262. 11 - Deep Learning Transfer Learning with PyTorch Lightning/004 PyTorch transfer learning with ResNet.mp4 15.43MB
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