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

File Type video

Size 5.54GB

UpdateDate 2024-10-7

hash *****556BC0918C6234EE6B9FBA37B4DBBF0611

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Files 01 - Introduction/001 Introduction.mp4 | 41.80MB 01 - Introduction/001 Introduction_en.vtt | 2.22KB 01 - Introduction/002 How to tackle this course.mp4 | 48.85MB 01 - Introduction/002 How to tackle this course_en.vtt | 6.21KB 01 - Introduction/003 Installations and sign ups.mp4 | 42.79MB 01 - Introduction/003 Installations and sign ups_en.vtt | 4.75KB 01 - Introduction/004 Jupyter Notebooks.mp4 | 8.71MB 01 - Introduction/004 Jupyter Notebooks_en.vtt | 4.94KB 01 - Introduction/005 Course Material.html | 130B 01 - Introduction/30889860-course-code-material.zip | 26.20MB 01 - Introduction/[Tutorialsplanet.NET].url | 128B 02 - Basic python + Pandas + Plotting/001 Intro.mp4 | 2.89MB 02 - Basic python + Pandas + Plotting/001 Intro_en.vtt | 865B 02 - Basic python + Pandas + Plotting/002 Basic Data Structures.mp4 | 21.89MB 02 - Basic python + Pandas + Plotting/002 Basic Data Structures_en.vtt | 6.41KB 02 - Basic python + Pandas + Plotting/003 Dictionaries.mp4 | 18.79MB 02 - Basic python + Pandas + Plotting/003 Dictionaries_en.vtt | 3.80KB 02 - Basic python + Pandas + Plotting/004 Python functions (methods).mp4 | 27.58MB 02 - Basic python + Pandas + Plotting/004 Python functions (methods)_en.vtt | 5.55KB 02 - Basic python + Pandas + Plotting/005 Numpy functions.mp4 | 62.44MB 02 - Basic python + Pandas + Plotting/005 Numpy functions_en.vtt | 10.64KB 02 - Basic python + Pandas + Plotting/006 Conditional statements.mp4 | 12.60MB 02 - Basic python + Pandas + Plotting/006 Conditional statements_en.vtt | 3.92KB 02 - Basic python + Pandas + Plotting/007 For loops.mp4 | 12.38MB 02 - Basic python + Pandas + Plotting/007 For loops_en.vtt | 4.17KB 02 - Basic python + Pandas + Plotting/008 Dictionaries again.mp4 | 6.17MB 02 - Basic python + Pandas + Plotting/008 Dictionaries again_en.vtt | 3.11KB 02 - Basic python + Pandas + Plotting/009 -------------------------------- Pandas --------------------------------.html | 61B 02 - Basic python + Pandas + Plotting/010 Intro.mp4 | 5.02MB 02 - Basic python + Pandas + Plotting/010 Intro_en.vtt | 2.41KB 02 - Basic python + Pandas + Plotting/011 Pandas simple functions.mp4 | 38.33MB 02 - Basic python + Pandas + Plotting/011 Pandas simple functions_en.vtt | 11.39KB 02 - Basic python + Pandas + Plotting/012 Pandas Subsetting.mp4 | 22.05MB 02 - Basic python + Pandas + Plotting/012 Pandas Subsetting_en.vtt | 6.27KB 02 - Basic python + Pandas + Plotting/013 Pandas loc and iloc.mp4 | 41.82MB 02 - Basic python + Pandas + Plotting/013 Pandas loc and iloc_en.vtt | 7.62KB 02 - Basic python + Pandas + Plotting/014 Pandas loc and iloc 2.mp4 | 13.84MB 02 - Basic python + Pandas + Plotting/014 Pandas loc and iloc 2_en.vtt | 5.21KB 02 - Basic python + Pandas + Plotting/015 Pandas map and apply.mp4 | 31.43MB 02 - Basic python + Pandas + Plotting/015 Pandas map and apply_en.vtt | 8.21KB 02 - Basic python + Pandas + Plotting/016 Pandas groupby.mp4 | 18.34MB 02 - Basic python + Pandas + Plotting/016 Pandas groupby_en.vtt | 7.04KB 02 - Basic python + Pandas + Plotting/017 ----- Plotting --------.html | 47B 02 - Basic python + Pandas + Plotting/018 Plotting resources (notebooks).html | 92B 02 - Basic python + Pandas + Plotting/019 Line plot.mp4 | 8.55MB 02 - Basic python + Pandas + Plotting/019 Line plot_en.vtt | 3.24KB 02 - Basic python + Pandas + Plotting/020 Plot multiple lines.mp4 | 45.39MB 02 - Basic python + Pandas + Plotting/020 Plot multiple lines_en.vtt | 3.91KB 02 - Basic python + Pandas + Plotting/021 Histograms.mp4 | 21.62MB 02 - Basic python + Pandas + Plotting/021 Histograms_en.vtt | 7.87KB 02 - Basic python + Pandas + Plotting/022 Scatter Plots.mp4 | 18.60MB 02 - Basic python + Pandas + Plotting/022 Scatter Plots_en.vtt | 6.39KB 02 - Basic python + Pandas + Plotting/023 Subplots.mp4 | 15.31MB 02 - Basic python + Pandas + Plotting/023 Subplots_en.vtt | 6.00KB 02 - Basic python + Pandas + Plotting/024 Seaborn + pair plots.mp4 | 49.67MB 02 - Basic python + Pandas + Plotting/024 Seaborn + pair plots_en.vtt | 7.95KB 02 - Basic python + Pandas + Plotting/31237618-03-0-plotting.zip | 2.80MB 02 - Basic python + Pandas + Plotting/31283222-multi-plot.py | 440B 02 - Basic python + Pandas + Plotting/34142844-04-pairplots.ipynb | 200.49KB 03 - Machine Learning Numpy + Scikit Learn/001 Your reviews are important to me!.mp4 | 2.05MB 03 - Machine Learning Numpy + Scikit Learn/002 ----------- Numpy -------------.html | 129B 03 - Machine Learning Numpy + Scikit Learn/003 Gradient Descent.mp4 | 43.40MB 03 - Machine Learning Numpy + Scikit Learn/003 Gradient Descent_en.vtt | 16.58KB 03 - Machine Learning Numpy + Scikit Learn/004 Kmeans part 1.mp4 | 78.37MB 03 - Machine Learning Numpy + Scikit Learn/004 Kmeans part 1_en.vtt | 11.79KB 03 - Machine Learning Numpy + Scikit Learn/005 Kmeans part 2.mp4 | 63.19MB 03 - Machine Learning Numpy + Scikit Learn/005 Kmeans part 2_en.vtt | 19.71KB 03 - Machine Learning Numpy + Scikit Learn/006 Broadcasting.mp4 | 27.13MB 03 - Machine Learning Numpy + Scikit Learn/006 Broadcasting_en.vtt | 9.64KB 03 - Machine Learning Numpy + Scikit Learn/007 ---------------- Scikit Learn -------------------------------------.html | 72B 03 - Machine Learning Numpy + Scikit Learn/008 Intro.mp4 | 35.38MB 03 - Machine Learning Numpy + Scikit Learn/008 Intro_en.vtt | 4.95KB 03 - Machine Learning Numpy + Scikit Learn/009 Linear Regresson Part 1.mp4 | 90.54MB 03 - Machine Learning Numpy + Scikit Learn/009 Linear Regresson Part 1_en.vtt | 12.25KB 03 - Machine Learning Numpy + Scikit Learn/010 Linear Regression Part 2.mp4 | 71.55MB 03 - Machine Learning Numpy + Scikit Learn/010 Linear Regression Part 2_en.vtt | 11.21KB 03 - Machine Learning Numpy + Scikit Learn/011 Classification and Regression Trees.mp4 | 19.98MB 03 - Machine Learning Numpy + Scikit Learn/011 Classification and Regression Trees_en.vtt | 6.44KB 03 - Machine Learning Numpy + Scikit Learn/012 CART part 2.mp4 | 166.49MB 03 - Machine Learning Numpy + Scikit Learn/012 CART part 2_en.vtt | 20.53KB 03 - Machine Learning Numpy + Scikit Learn/013 Random Forest theory.mp4 | 4.82MB 03 - Machine Learning Numpy + Scikit Learn/013 Random Forest theory_en.vtt | 2.53KB 03 - Machine Learning Numpy + Scikit Learn/014 Random Forest Code.mp4 | 36.74MB 03 - Machine Learning Numpy + Scikit Learn/014 Random Forest Code_en.vtt | 6.66KB 03 - Machine Learning Numpy + Scikit Learn/015 Gradient Boosted Machines.mp4 | 67.61MB 03 - Machine Learning Numpy + Scikit Learn/015 Gradient Boosted Machines_en.vtt | 9.70KB 04 - Machine Learning Classification + Time Series + Model Diagnostics/001 Kaggle part 1.mp4 | 6.75MB 04 - Machine Learning Classification + Time Series + Model Diagnostics/001 Kaggle part 1_en.vtt | 2.63KB 04 - Machine Learning Classification + Time Series + Model Diagnostics/002 Kaggle part 2.mp4 | 11.13MB 04 - Machine Learning Classification + Time Series + Model Diagnostics/002 Kaggle part 2_en.vtt | 3.27KB 04 - Machine Learning Classification + Time Series + Model Diagnostics/003 Theory part 1.mp4 | 13.54MB 04 - Machine Learning Classification + Time Series + Model Diagnostics/003 Theory part 1_en.vtt | 6.74KB 04 - Machine Learning Classification + Time Series + Model Diagnostics/004 Theory part 2 + code.mp4 | 27.28MB 04 - Machine Learning Classification + Time Series + Model Diagnostics/004 Theory part 2 + code_en.vtt | 6.28KB 04 - Machine Learning Classification + Time Series + Model Diagnostics/005 Titanic dataset.mp4 | 116.30MB 04 - Machine Learning Classification + Time Series + Model Diagnostics/005 Titanic dataset_en.vtt | 15.21KB 04 - Machine Learning Classification + Time Series + Model Diagnostics/006 Sklearn classification prelude.mp4 | 14.31MB 04 - Machine Learning Classification + Time Series + Model Diagnostics/006 Sklearn classification prelude_en.vtt | 5.26KB 04 - Machine Learning Classification + Time Series + Model Diagnostics/007 Sklearn classification.mp4 | 89.99MB 04 - Machine Learning Classification + Time Series + Model Diagnostics/007 Sklearn classification_en.vtt | 14.46KB 04 - Machine Learning Classification + Time Series + Model Diagnostics/008 Dealing with missing values.mp4 | 50.76MB 04 - Machine Learning Classification + Time Series + Model Diagnostics/008 Dealing with missing values_en.vtt | 5.75KB 04 - Machine Learning Classification + Time Series + Model Diagnostics/009 --------- Time Series -------------------.html | 255B 04 - Machine Learning Classification + Time Series + Model Diagnostics/010 Intro.mp4 | 11.41MB 04 - Machine Learning Classification + Time Series + Model Diagnostics/010 Intro_en.vtt | 5.91KB 04 - Machine Learning Classification + Time Series + Model Diagnostics/011 Loss functions.mp4 | 46.45MB 04 - Machine Learning Classification + Time Series + Model Diagnostics/011 Loss functions_en.vtt | 7.15KB 04 - Machine Learning Classification + Time Series + Model Diagnostics/012 FB Prophet part 1.mp4 | 78.03MB 04 - Machine Learning Classification + Time Series + Model Diagnostics/012 FB Prophet part 1_en.vtt | 9.77KB 04 - Machine Learning Classification + Time Series + Model Diagnostics/013 FB Prophet part 2.mp4 | 24.45MB 04 - Machine Learning Classification + Time Series + Model Diagnostics/013 FB Prophet part 2_en.vtt | 4.09KB 04 - Machine Learning Classification + Time Series + Model Diagnostics/014 Theory behind FB Prophet.mp4 | 16.86MB 04 - Machine Learning Classification + Time Series + Model Diagnostics/014 Theory behind FB Prophet_en.vtt | 5.89KB 04 - Machine Learning Classification + Time Series + Model Diagnostics/015 ------------ Model Diagnostics -----.html | 112B 04 - Machine Learning Classification + Time Series + Model Diagnostics/016 Overfitting.mp4 | 19.33MB 04 - Machine Learning Classification + Time Series + Model Diagnostics/016 Overfitting_en.vtt | 6.99KB 04 - Machine Learning Classification + Time Series + Model Diagnostics/017 Cross Validation.mp4 | 53.72MB 04 - Machine Learning Classification + Time Series + Model Diagnostics/017 Cross Validation_en.vtt | 8.26KB 04 - Machine Learning Classification + Time Series + Model Diagnostics/018 Stratified K Fold.mp4 | 58.11MB 04 - Machine Learning Classification + Time Series + Model Diagnostics/018 Stratified K Fold_en.vtt | 9.92KB 04 - Machine Learning Classification + Time Series + Model Diagnostics/019 Area Under Curve (AUC) Part 1.mp4 | 84.11MB 04 - Machine Learning Classification + Time Series + Model Diagnostics/019 Area Under Curve (AUC) Part 1_en.vtt | 9.21KB 04 - Machine Learning Classification + Time Series + Model Diagnostics/020 Area Under Curve (AUC) Part 2.mp4 | 19.50MB 04 - Machine Learning Classification + Time Series + Model Diagnostics/020 Area Under Curve (AUC) Part 2_en.vtt | 6.96KB 05 - Unsupervised Learning/001 Principal Component Analysis (PCA) theory.mp4 | 20.54MB 05 - Unsupervised Learning/001 Principal Component Analysis (PCA) theory_en.vtt | 8.98KB 05 - Unsupervised Learning/002 Fashion MNIST PCA.mp4 | 102.09MB 05 - Unsupervised Learning/002 Fashion MNIST PCA_en.vtt | 10.46KB 05 - Unsupervised Learning/003 K-means.mp4 | 22.30MB 05 - Unsupervised Learning/003 K-means_en.vtt | 7.61KB 05 - Unsupervised Learning/004 Other clustering methods.mp4 | 48.05MB 05 - Unsupervised Learning/004 Other clustering methods_en.vtt | 7.17KB 05 - Unsupervised Learning/005 DBSCAN theory.mp4 | 13.21MB 05 - Unsupervised Learning/005 DBSCAN theory_en.vtt | 6.90KB 05 - Unsupervised Learning/006 Gaussian Mixture Models (GMM) theory.mp4 | 19.99MB 05 - Unsupervised Learning/006 Gaussian Mixture Models (GMM) theory_en.vtt | 7.88KB 05 - Unsupervised Learning/[Tutorialsplanet.NET].url | 128B 06 - Natural Language Processing + Regularization/001 Intro.mp4 | 10.37MB 06 - Natural Language Processing + Regularization/001 Intro_en.vtt | 5.39KB 06 - Natural Language Processing + Regularization/002 Stop words and Term Frequency.mp4 | 10.70MB 06 - Natural Language Processing + Regularization/002 Stop words and Term Frequency_en.vtt | 4.94KB 06 - Natural Language Processing + Regularization/003 Term Frequency - Inverse Document Frequency (Tf - Idf) theory.mp4 | 6.05MB 06 - Natural Language Processing + Regularization/003 Term Frequency - Inverse Document Frequency (Tf - Idf) theory_en.vtt | 3.04KB 06 - Natural Language Processing + Regularization/004 Financial News Sentiment Classifier.mp4 | 33.71MB 06 - Natural Language Processing + Regularization/004 Financial News Sentiment Classifier_en.vtt | 9.99KB 06 - Natural Language Processing + Regularization/005 NLTK + Stemming.mp4 | 45.59MB 06 - Natural Language Processing + Regularization/005 NLTK + Stemming_en.vtt | 7.82KB 06 - Natural Language Processing + Regularization/006 N-grams.mp4 | 13.79MB 06 - Natural Language Processing + Regularization/006 N-grams_en.vtt | 4.04KB 06 - Natural Language Processing + Regularization/007 Word (feature) importance.mp4 | 12.41MB 06 - Natural Language Processing + Regularization/007 Word (feature) importance_en.vtt | 3.75KB 06 - Natural Language Processing + Regularization/008 Spacy intro.mp4 | 33.22MB 06 - Natural Language Processing + Regularization/008 Spacy intro_en.vtt | 5.58KB 06 - Natural Language Processing + Regularization/009 Feature Extraction with Spacy (using Pandas).mp4 | 76.46MB 06 - Natural Language Processing + Regularization/009 Feature Extraction with Spacy (using Pandas)_en.vtt | 9.84KB 06 - Natural Language Processing + Regularization/010 Classification Example.mp4 | 24.10MB 06 - Natural Language Processing + Regularization/010 Classification Example_en.vtt | 4.28KB 06 - Natural Language Processing + Regularization/011 Over-sampling.mp4 | 32.84MB 06 - Natural Language Processing + Regularization/011 Over-sampling_en.vtt | 5.81KB 06 - Natural Language Processing + Regularization/012 -------- Regularization ------------.html | 218B 06 - Natural Language Processing + Regularization/013 Introduction.mp4 | 8.35MB 06 - Natural Language Processing + Regularization/013 Introduction_en.vtt | 2.62KB 06 - Natural Language Processing + Regularization/014 MSE recap.mp4 | 18.30MB 06 - Natural Language Processing + Regularization/014 MSE recap_en.vtt | 6.14KB 06 - Natural Language Processing + Regularization/015 L2 Loss Ridge Regression intro.mp4 | 10.04MB 06 - Natural Language Processing + Regularization/015 L2 Loss Ridge Regression intro_en.vtt | 3.57KB 06 - Natural Language Processing + Regularization/016 Ridge regression (L2 penalised regression).mp4 | 46.97MB 06 - Natural Language Processing + Regularization/016 Ridge regression (L2 penalised regression)_en.vtt | 7.90KB 06 - Natural Language Processing + Regularization/017 S&P500 data preparation for L1 loss.mp4 | 25.22MB 06 - Natural Language Processing + Regularization/017 S&P500 data preparation for L1 loss_en.vtt | 7.13KB 06 - Natural Language Processing + Regularization/018 L1 Penalised Regression (Lasso).mp4 | 31.42MB 06 - Natural Language Processing + Regularization/018 L1 Penalised Regression (Lasso)_en.vtt | 5.60KB 06 - Natural Language Processing + Regularization/019 L1 L2 Penalty theory why it works.mp4 | 23.22MB 06 - Natural Language Processing + Regularization/019 L1 L2 Penalty theory why it works_en.vtt | 3.78KB 06 - Natural Language Processing + Regularization/31762302-06-0-reguralisation.zip | 2.56MB 07 - Deep Learning/001 Intro.mp4 | 632.60KB 07 - Deep Learning/001 Intro_en.vtt | 473B 07 - Deep Learning/002 DL theory part 1.mp4 | 17.23MB 07 - Deep Learning/002 DL theory part 1_en.vtt | 6.15KB 07 - Deep Learning/003 DL theory part 2.mp4 | 22.80MB 07 - Deep Learning/003 DL theory part 2_en.vtt | 3.94KB 07 - Deep Learning/004 Tensorflow + Keras demo problem 1.mp4 | 43.33MB 07 - Deep Learning/004 Tensorflow + Keras demo problem 1_en.vtt | 16.43KB 07 - Deep Learning/005 Activation functions.mp4 | 15.37MB 07 - Deep Learning/005 Activation functions_en.vtt | 5.51KB 07 - Deep Learning/006 First example with Relu.mp4 | 32.62MB 07 - Deep Learning/006 First example with Relu_en.vtt | 5.40KB 07 - Deep Learning/007 MNIST and Softmax.mp4 | 55.76MB 07 - Deep Learning/007 MNIST and Softmax_en.vtt | 10.43KB 07 - Deep Learning/008 Deep Learning Input Normalisation.mp4 | 10.35MB 07 - Deep Learning/008 Deep Learning Input Normalisation_en.vtt | 3.16KB 07 - Deep Learning/009 Softmax theory.mp4 | 58.32MB 07 - Deep Learning/009 Softmax theory_en.vtt | 5.52KB 07 - Deep Learning/010 Batch Norm.mp4 | 17.04MB 07 - Deep Learning/010 Batch Norm_en.vtt | 5.66KB 07 - Deep Learning/011 Batch Norm Theory.mp4 | 53.89MB 07 - Deep Learning/011 Batch Norm Theory_en.vtt | 8.29KB 07 - Deep Learning/32725408-09-tensorflow.zip | 2.66MB 08 - Deep Learning (TensorFlow) - Convolutional Neural Nets/001 Intro.mp4 | 5.97MB 08 - Deep Learning (TensorFlow) - Convolutional Neural Nets/001 Intro_en.vtt | 3.18KB 08 - Deep Learning (TensorFlow) - Convolutional Neural Nets/002 Fashion MNIST feed forward net for benchmarking.mp4 | 19.66MB 08 - Deep Learning (TensorFlow) - Convolutional Neural Nets/002 Fashion MNIST feed forward net for benchmarking_en.vtt | 3.50KB 08 - Deep Learning (TensorFlow) - Convolutional Neural Nets/003 Keras Conv2D layer.mp4 | 44.46MB 08 - Deep Learning (TensorFlow) - Convolutional Neural Nets/003 Keras Conv2D layer_en.vtt | 8.57KB 08 - Deep Learning (TensorFlow) - Convolutional Neural Nets/004 Model fitting and discussion of results.mp4 | 17.41MB 08 - Deep Learning (TensorFlow) - Convolutional Neural Nets/004 Model fitting and discussion of results_en.vtt | 2.91KB 08 - Deep Learning (TensorFlow) - Convolutional Neural Nets/005 Dropout theory and code.mp4 | 23.67MB 08 - Deep Learning (TensorFlow) - Convolutional Neural Nets/005 Dropout theory and code_en.vtt | 6.99KB 08 - Deep Learning (TensorFlow) - Convolutional Neural Nets/006 MaxPool (and comparison to stride).mp4 | 17.68MB 08 - Deep Learning (TensorFlow) - Convolutional Neural Nets/006 MaxPool (and comparison to stride)_en.vtt | 5.39KB 08 - Deep Learning (TensorFlow) - Convolutional Neural Nets/007 Cifar-10.mp4 | 27.28MB 08 - Deep Learning (TensorFlow) - Convolutional Neural Nets/007 Cifar-10_en.vtt | 10.08KB 08 - Deep Learning (TensorFlow) - Convolutional Neural Nets/008 Nose Tip detection with CNNs.mp4 | 68.69MB 08 - Deep Learning (TensorFlow) - Convolutional Neural Nets/008 Nose Tip detection with CNNs_en.vtt | 12.48KB 09 - Deep Learning Recurrent Neural Nets/001 Word2vec and Embeddings.mp4 | 43.96MB 09 - Deep Learning Recurrent Neural Nets/001 Word2vec and Embeddings_en.vtt | 8.33KB 09 - Deep Learning Recurrent Neural Nets/002 Kaggle + Word2Vec.mp4 | 27.79MB 09 - Deep Learning Recurrent Neural Nets/002 Kaggle + Word2Vec_en.vtt | 10.54KB 09 - Deep Learning Recurrent Neural Nets/003 Word2Vec keras Model API.mp4 | 45.20MB 09 - Deep Learning Recurrent Neural Nets/003 Word2Vec keras Model API_en.vtt | 13.27KB 09 - Deep Learning Recurrent Neural Nets/004 Recurrent Neural Nets - Theory.mp4 | 19.06MB 09 - Deep Learning Recurrent Neural Nets/004 Recurrent Neural Nets - Theory_en.vtt | 10.55KB 09 - Deep Learning Recurrent Neural Nets/005 Deep Learning - Long Short Term Memory (LSTM) Nets.mp4 | 90.97MB 09 - Deep Learning Recurrent Neural Nets/005 Deep Learning - Long Short Term Memory (LSTM) Nets_en.vtt | 11.78KB 09 - Deep Learning Recurrent Neural Nets/006 Deep Learning - Stacking LSTMs + GRUs.mp4 | 5.03MB 09 - Deep Learning Recurrent Neural Nets/006 Deep Learning - Stacking LSTMs + GRUs_en.vtt | 2.15KB 09 - Deep Learning Recurrent Neural Nets/007 Transfer Learning - GLOVE vectors.mp4 | 74.57MB 09 - Deep Learning Recurrent Neural Nets/007 Transfer Learning - GLOVE vectors_en.vtt | 11.45KB 09 - Deep Learning Recurrent Neural Nets/008 Sequence to Sequence Introduction + Data Prep.mp4 | 80.10MB 09 - Deep Learning Recurrent Neural Nets/008 Sequence to Sequence Introduction + Data Prep_en.vtt | 7.99KB 09 - Deep Learning Recurrent Neural Nets/009 Sequence to Sequence model + Keras Model API.mp4 | 30.48MB 09 - Deep Learning Recurrent Neural Nets/009 Sequence to Sequence model + Keras Model API_en.vtt | 8.73KB 09 - Deep Learning Recurrent Neural Nets/010 Sequence to Sequence models Prediction step.mp4 | 104.69MB 09 - Deep Learning Recurrent Neural Nets/010 Sequence to Sequence models Prediction step_en.vtt | 13.13KB 10 - Deep Learning PyTorch Introduction/001 Introduction.mp4 | 2.23MB 10 - Deep Learning PyTorch Introduction/001 Introduction_en.vtt | 1.23KB 10 - Deep Learning PyTorch Introduction/002 Pytorch TensorDataset.mp4 | 12.40MB 10 - Deep Learning PyTorch Introduction/002 Pytorch TensorDataset_en.vtt | 5.01KB 10 - Deep Learning PyTorch Introduction/003 Pytorch Dataset and DataLoaders.mp4 | 35.35MB 10 - Deep Learning PyTorch Introduction/003 Pytorch Dataset and DataLoaders_en.vtt | 5.73KB 10 - Deep Learning PyTorch Introduction/004 Deep Learning with PyTorch nn.Sequential models.mp4 | 11.04MB 10 - Deep Learning PyTorch Introduction/004 Deep Learning with PyTorch nn.Sequential models_en.vtt | 5.70KB 10 - Deep Learning PyTorch Introduction/005 Deep Learning with Pytorch Loss functions.mp4 | 52.44MB 10 - Deep Learning PyTorch Introduction/005 Deep Learning with Pytorch Loss functions_en.vtt | 8.69KB 10 - Deep Learning PyTorch Introduction/006 Deep Learning with Pytorch Stochastic Gradient Descent.mp4 | 79.46MB 10 - Deep Learning PyTorch Introduction/006 Deep Learning with Pytorch Stochastic Gradient Descent_en.vtt | 8.07KB 10 - Deep Learning PyTorch Introduction/007 Deep Learning with Pytorch Optimizers.mp4 | 10.19MB 10 - Deep Learning PyTorch Introduction/007 Deep Learning with Pytorch Optimizers_en.vtt | 3.40KB 10 - Deep Learning PyTorch Introduction/008 Pytorch Model API.mp4 | 33.24MB 10 - Deep Learning PyTorch Introduction/008 Pytorch Model API_en.vtt | 5.50KB 10 - Deep Learning PyTorch Introduction/009 Pytorch in GPUs.mp4 | 4.97MB 10 - Deep Learning PyTorch Introduction/009 Pytorch in GPUs_en.vtt | 2.57KB 10 - Deep Learning PyTorch Introduction/010 Deep Learning Intro to Pytorch Lightning.mp4 | 52.37MB 10 - Deep Learning PyTorch Introduction/010 Deep Learning Intro to Pytorch Lightning_en.vtt | 9.27KB 10 - Deep Learning PyTorch Introduction/external-assets-links.txt | 122B 11 - Deep Learning Transfer Learning with PyTorch Lightning/001 Transfer Learning Introduction.mp4 | 4.46MB 11 - Deep Learning Transfer Learning with PyTorch Lightning/001 Transfer Learning Introduction_en.vtt | 1.99KB 11 - Deep Learning Transfer Learning with PyTorch Lightning/002 Kaggle problem description.mp4 | 9.19MB 11 - Deep Learning Transfer Learning with PyTorch Lightning/002 Kaggle problem description_en.vtt | 2.79KB 11 - Deep Learning Transfer Learning with PyTorch Lightning/003 PyTorch datasets + Torchvision.mp4 | 14.72MB 11 - Deep Learning Transfer Learning with PyTorch Lightning/003 PyTorch datasets + Torchvision_en.vtt | 4.19KB 11 - Deep Learning Transfer Learning with PyTorch Lightning/004 PyTorch transfer learning with ResNet.mp4 | 15.43MB 11 - Deep Learning Transfer Learning with PyTorch Lightning/004 PyTorch transfer learning with ResNet_en.vtt | 4.43KB 11 - Deep Learning Transfer Learning with PyTorch Lightning/005 PyTorch Lightning Model.mp4 | 9.42MB 11 - Deep Learning Transfer Learning with PyTorch Lightning/005 PyTorch Lightning Model_en.vtt | 3.94KB 11 - Deep Learning Transfer Learning with PyTorch Lightning/006 PyTorch Lightning Trainer + Model evaluation.mp4 | 50.24MB 11 - Deep Learning Transfer Learning with PyTorch Lightning/006 PyTorch Lightning Trainer + Model evaluation_en.vtt | 6.33KB 11 - Deep Learning Transfer Learning with PyTorch Lightning/007 Deep Learning for Cassava Leaf Classification.mp4 | 4.14MB 11 - Deep Learning Transfer Learning with PyTorch Lightning/007 Deep Learning for Cassava Leaf Classification_en.vtt | 1.07KB 11 - Deep Learning Transfer Learning with PyTorch Lightning/008 Cassava Leaf Dataset.mp4 | 15.28MB 11 - Deep Learning Transfer Learning with PyTorch Lightning/008 Cassava Leaf Dataset_en.vtt | 4.85KB 11 - Deep Learning Transfer Learning with PyTorch Lightning/009 Data Augmentation with Torchvision Transforms.mp4 | 56.52MB 11 - Deep Learning Transfer Learning with PyTorch Lightning/009 Data Augmentation with Torchvision Transforms_en.vtt | 5.90KB 11 - Deep Learning Transfer Learning with PyTorch Lightning/010 Train vs Test Augmentations + DataLoader parameters.mp4 | 7.73MB 11 - Deep Learning Transfer Learning with PyTorch Lightning/010 Train vs Test Augmentations + DataLoader parameters_en.vtt | 3.31KB 11 - Deep Learning Transfer Learning with PyTorch Lightning/011 Deep Learning Transfer Learning Model with ResNet.mp4 | 8.01MB 11 - Deep Learning Transfer Learning with PyTorch Lightning/011 Deep Learning Transfer Learning Model with ResNet_en.vtt | 3.30KB 11 - Deep Learning Transfer Learning with PyTorch Lightning/012 Setting up PyTorch Lightning for training.mp4 | 8.36MB 11 - Deep Learning Transfer Learning with PyTorch Lightning/012 Setting up PyTorch Lightning for training_en.vtt | 3.53KB 11 - Deep Learning Transfer Learning with PyTorch Lightning/013 Cross Entropy Loss for Imbalanced Classes.mp4 | 8.50MB 11 - Deep Learning Transfer Learning with PyTorch Lightning/013 Cross Entropy Loss for Imbalanced Classes_en.vtt | 3.95KB 11 - Deep Learning Transfer Learning with PyTorch Lightning/014 PyTorch Test dataset setup and evaluation.mp4 | 7.10MB 11 - Deep Learning Transfer Learning with PyTorch Lightning/014 PyTorch Test dataset setup and evaluation_en.vtt | 2.87KB 11 - Deep Learning Transfer Learning with PyTorch Lightning/015 WandB for logging experiments.mp4 | 21.51MB 11 - Deep Learning Transfer Learning with PyTorch Lightning/015 WandB for logging experiments_en.vtt | 5.39KB 11 - Deep Learning Transfer Learning with PyTorch Lightning/[Tutorialsplanet.NET].url | 128B 12 - Pixel Level Segmentation (Semantic Segmentation) with PyTorch/001 Introduction.mp4 | 25.31MB 12 - Pixel Level Segmentation (Semantic Segmentation) with PyTorch/001 Introduction_en.vtt | 2.57KB 12 - Pixel Level Segmentation (Semantic Segmentation) with PyTorch/002 Coco Dataset + Augmentations for Segmentation with Torchvision.mp4 | 18.90MB 12 - Pixel Level Segmentation (Semantic Segmentation) with PyTorch/002 Coco Dataset + Augmentations for Segmentation with Torchvision_en.vtt | 5.94KB 12 - Pixel Level Segmentation (Semantic Segmentation) with PyTorch/003 Unet Architecture overview.mp4 | 14.70MB 12 - Pixel Level Segmentation (Semantic Segmentation) with PyTorch/003 Unet Architecture overview_en.vtt | 6.37KB 12 - Pixel Level Segmentation (Semantic Segmentation) with PyTorch/004 PyTorch Model Architecture.mp4 | 13.55MB 12 - Pixel Level Segmentation (Semantic Segmentation) with PyTorch/004 PyTorch Model Architecture_en.vtt | 3.58KB 12 - Pixel Level Segmentation (Semantic Segmentation) with PyTorch/005 PyTorch Hooks.mp4 | 24.69MB 12 - Pixel Level Segmentation (Semantic Segmentation) with PyTorch/005 PyTorch Hooks_en.vtt | 7.29KB 12 - Pixel Level Segmentation (Semantic Segmentation) with PyTorch/006 PyTorch Hooks Step through with breakpoints.mp4 | 67.56MB 12 - Pixel Level Segmentation (Semantic Segmentation) with PyTorch/006 PyTorch Hooks Step through with breakpoints_en.vtt | 8.80KB 12 - Pixel Level Segmentation (Semantic Segmentation) with PyTorch/007 PyTorch Weighted CrossEntropy Loss.mp4 | 65.19MB 12 - Pixel Level Segmentation (Semantic Segmentation) with PyTorch/007 PyTorch Weighted CrossEntropy Loss_en.vtt | 9.06KB 12 - Pixel Level Segmentation (Semantic Segmentation) with PyTorch/008 Weights and Biases Logging images.mp4 | 15.83MB 12 - Pixel Level Segmentation (Semantic Segmentation) with PyTorch/008 Weights and Biases Logging images_en.vtt | 1.92KB 12 - Pixel Level Segmentation (Semantic Segmentation) with PyTorch/009 Semantic Segmentation training with PyTorch Lightning.mp4 | 130.17MB 12 - Pixel Level Segmentation (Semantic Segmentation) with PyTorch/009 Semantic Segmentation training with PyTorch Lightning_en.vtt | 16.21KB 12 - Pixel Level Segmentation (Semantic Segmentation) with PyTorch/external-assets-links.txt | 52B 13 - Deep Learning Transformers and BERT/001 Introduction to Transformers.mp4 | 3.41MB 13 - Deep Learning Transformers and BERT/001 Introduction to Transformers_en.vtt | 1.63KB 13 - 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