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Machine Learning, Deep Learning And Bayesian Learning
TORRENT SUMMARY
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[TutsNode.com] - Machine Learning, Deep Learning and Bayesian Learning/01 - Introduction/001 Introduction_en.vtt
2.2 KB
[TutsNode.com] - Machine Learning, Deep Learning and Bayesian Learning/01 - Introduction/005 Course Material.html
130 B
[TutsNode.com] - Machine Learning, Deep Learning and Bayesian Learning/02 - Basic python + Pandas + Plotting/001 Intro_en.vtt
865 B
[TutsNode.com] - Machine Learning, Deep Learning and Bayesian Learning/02 - Basic python + Pandas + Plotting/002 Basic Data Structures_en.vtt
6.4 KB
[TutsNode.com] - Machine Learning, Deep Learning and Bayesian Learning/02 - Basic python + Pandas + Plotting/005 Numpy functions_en.vtt
10.6 KB
[TutsNode.com] - Machine Learning, Deep Learning and Bayesian Learning/02 - Basic python + Pandas + Plotting/009 -------------------------------- Pandas --------------------------------.html
61 B
[TutsNode.com] - Machine Learning, Deep Learning and Bayesian Learning/02 - Basic python + Pandas + Plotting/010 Intro_en.vtt
2.4 KB
[TutsNode.com] - Machine Learning, Deep Learning and Bayesian Learning/02 - Basic python + Pandas + Plotting/011 Pandas simple functions_en.vtt
11.4 KB
[TutsNode.com] - Machine Learning, Deep Learning and Bayesian Learning/02 - Basic python + Pandas + Plotting/013 Pandas loc and iloc_en.vtt
7.6 KB
[TutsNode.com] - Machine Learning, Deep Learning and Bayesian Learning/02 - Basic python + Pandas + Plotting/015 Pandas map and apply_en.vtt
8.2 KB
[TutsNode.com] - Machine Learning, Deep Learning and Bayesian Learning/02 - Basic python + Pandas + Plotting/016 Pandas groupby_en.vtt
7 KB
[TutsNode.com] - Machine Learning, Deep Learning and Bayesian Learning/02 - Basic python + Pandas + Plotting/017 ----- Plotting --------.html
47 B
[TutsNode.com] - Machine Learning, Deep Learning and Bayesian Learning/02 - Basic python + Pandas + Plotting/018 Plotting resources (notebooks).html
92 B
[TutsNode.com] - Machine Learning, Deep Learning and Bayesian Learning/02 - Basic python + Pandas + Plotting/021 Histograms_en.vtt
7.9 KB
[TutsNode.com] - Machine Learning, Deep Learning and Bayesian Learning/02 - Basic python + Pandas + Plotting/022 Scatter Plots_en.vtt
6.4 KB
[TutsNode.com] - Machine Learning, Deep Learning and Bayesian Learning/02 - Basic python + Pandas + Plotting/024 Seaborn + pair plots_en.vtt
7.9 KB
[TutsNode.com] - Machine Learning, Deep Learning and Bayesian Learning/02 - Basic python + Pandas + Plotting/31283222-multi-plot.py
440 B
[TutsNode.com] - Machine Learning, Deep Learning and Bayesian Learning/02 - Basic python + Pandas + Plotting/34142844-04-pairplots.ipynb
200.5 KB
[TutsNode.com] - Machine Learning, Deep Learning and Bayesian Learning/03 - Machine Learning Numpy + Scikit Learn/002 ----------- Numpy -------------.html
129 B
[TutsNode.com] - Machine Learning, Deep Learning and Bayesian Learning/03 - Machine Learning Numpy + Scikit Learn/003 Gradient Descent_en.vtt
16.6 KB
[TutsNode.com] - Machine Learning, Deep Learning and Bayesian Learning/03 - Machine Learning Numpy + Scikit Learn/004 Kmeans part 1_en.vtt
11.8 KB
[TutsNode.com] - Machine Learning, Deep Learning and Bayesian Learning/03 - Machine Learning Numpy + Scikit Learn/005 Kmeans part 2_en.vtt
19.7 KB
[TutsNode.com] - Machine Learning, Deep Learning and Bayesian Learning/03 - Machine Learning Numpy + Scikit Learn/006 Broadcasting_en.vtt
9.6 KB
[TutsNode.com] - Machine Learning, Deep Learning and Bayesian Learning/03 - Machine Learning Numpy + Scikit Learn/007 ---------------- Scikit Learn -------------------------------------.html
72 B
[TutsNode.com] - Machine Learning, Deep Learning and Bayesian Learning/03 - Machine Learning Numpy + Scikit Learn/009 Linear Regresson Part 1_en.vtt
12.2 KB
[TutsNode.com] - Machine Learning, Deep Learning and Bayesian Learning/03 - Machine Learning Numpy + Scikit Learn/010 Linear Regression Part 2_en.vtt
11.2 KB
[TutsNode.com] - Machine Learning, Deep Learning and Bayesian Learning/03 - Machine Learning Numpy + Scikit Learn/011 Classification and Regression Trees_en.vtt
6.4 KB
[TutsNode.com] - Machine Learning, Deep Learning and Bayesian Learning/03 - Machine Learning Numpy + Scikit Learn/012 CART part 2.mp4
166.5 MB
[TutsNode.com] - Machine Learning, Deep Learning and Bayesian Learning/03 - Machine Learning Numpy + Scikit Learn/012 CART part 2_en.vtt
20.5 KB
[TutsNode.com] - Machine Learning, Deep Learning and Bayesian Learning/03 - Machine Learning Numpy + Scikit Learn/013 Random Forest theory_en.vtt
2.5 KB
[TutsNode.com] - Machine Learning, Deep Learning and Bayesian Learning/03 - Machine Learning Numpy + Scikit Learn/014 Random Forest Code_en.vtt
6.7 KB
[TutsNode.com] - Machine Learning, Deep Learning and Bayesian Learning/03 - Machine Learning Numpy + Scikit Learn/015 Gradient Boosted Machines_en.vtt
9.7 KB
[TutsNode.com] - Machine Learning, Deep Learning and Bayesian Learning/04 - Machine Learning Classification + Time Series + Model Diagnostics/001 Kaggle part 1_en.vtt
2.6 KB
[TutsNode.com] - Machine Learning, Deep Learning and Bayesian Learning/04 - Machine Learning Classification + Time Series + Model Diagnostics/003 Theory part 1_en.vtt
6.7 KB
[TutsNode.com] - Machine Learning, Deep Learning and Bayesian Learning/04 - Machine Learning Classification + Time Series + Model Diagnostics/005 Titanic dataset_en.vtt
15.2 KB
[TutsNode.com] - Machine Learning, Deep Learning and Bayesian Learning/04 - Machine Learning Classification + Time Series + Model Diagnostics/007 Sklearn classification_en.vtt
14.5 KB
[TutsNode.com] - Machine Learning, Deep Learning and Bayesian Learning/04 - Machine Learning Classification + Time Series + Model Diagnostics/011 Loss functions_en.vtt
7.2 KB
[TutsNode.com] - Machine Learning, Deep Learning and Bayesian Learning/04 - Machine Learning Classification + Time Series + Model Diagnostics/012 FB Prophet part 1_en.vtt
9.8 KB
[TutsNode.com] - Machine Learning, Deep Learning and Bayesian Learning/04 - Machine Learning Classification + Time Series + Model Diagnostics/016 Overfitting_en.vtt
7 KB
[TutsNode.com] - Machine Learning, Deep Learning and Bayesian Learning/04 - Machine Learning Classification + Time Series + Model Diagnostics/017 Cross Validation_en.vtt
8.3 KB
[TutsNode.com] - Machine Learning, Deep Learning and Bayesian Learning/04 - Machine Learning Classification + Time Series + Model Diagnostics/018 Stratified K Fold_en.vtt
9.9 KB
[TutsNode.com] - Machine Learning, Deep Learning and Bayesian Learning/04 - Machine Learning Classification + Time Series + Model Diagnostics/019 Area Under Curve (AUC) Part 1_en.vtt
9.2 KB
[TutsNode.com] - Machine Learning, Deep Learning and Bayesian Learning/04 - Machine Learning Classification + Time Series + Model Diagnostics/020 Area Under Curve (AUC) Part 2_en.vtt
7 KB
[TutsNode.com] - Machine Learning, Deep Learning and Bayesian Learning/05 - Unsupervised Learning/001 Principal Component Analysis (PCA) theory_en.vtt
9 KB
[TutsNode.com] - Machine Learning, Deep Learning and Bayesian Learning/05 - Unsupervised Learning/002 Fashion MNIST PCA_en.vtt
10.5 KB
[TutsNode.com] - Machine Learning, Deep Learning and Bayesian Learning/05 - Unsupervised Learning/003 K-means_en.vtt
7.6 KB
[TutsNode.com] - Machine Learning, Deep Learning and Bayesian Learning/05 - Unsupervised Learning/004 Other clustering methods_en.vtt
7.2 KB
[TutsNode.com] - Machine Learning, Deep Learning and Bayesian Learning/05 - Unsupervised Learning/005 DBSCAN theory_en.vtt
6.9 KB
[TutsNode.com] - Machine Learning, Deep Learning and Bayesian Learning/05 - Unsupervised Learning/006 Gaussian Mixture Models (GMM) theory_en.vtt
7.9 KB
[TutsNode.com] - Machine Learning, Deep Learning and Bayesian Learning/06 - Natural Language Processing + Regularization/004 Financial News Sentiment Classifier_en.vtt
10 KB
[TutsNode.com] - Machine Learning, Deep Learning and Bayesian Learning/06 - Natural Language Processing + Regularization/005 NLTK + Stemming_en.vtt
7.8 KB
[TutsNode.com] - Machine Learning, Deep Learning and Bayesian Learning/06 - Natural Language Processing + Regularization/009 Feature Extraction with Spacy (using Pandas)_en.vtt
9.8 KB
[TutsNode.com] - Machine Learning, Deep Learning and Bayesian Learning/06 - Natural Language Processing + Regularization/016 Ridge regression (L2 penalised regression)_en.vtt
7.9 KB
[TutsNode.com] - Machine Learning, Deep Learning and Bayesian Learning/06 - Natural Language Processing + Regularization/017 S&P500 data preparation for L1 loss_en.vtt
7.1 KB
[TutsNode.com] - Machine Learning, Deep Learning and Bayesian Learning/07 - Deep Learning/001 Intro.mp4
632.6 KB
[TutsNode.com] - Machine Learning, Deep Learning and Bayesian Learning/07 - Deep Learning/004 Tensorflow + Keras demo problem 1_en.vtt
16.4 KB
[TutsNode.com] - Machine Learning, Deep Learning and Bayesian Learning/07 - Deep Learning/007 MNIST and Softmax_en.vtt
10.4 KB
[TutsNode.com] - Machine Learning, Deep Learning and Bayesian Learning/07 - Deep Learning/011 Batch Norm Theory_en.vtt
8.3 KB
[TutsNode.com] - Machine Learning, Deep Learning and Bayesian Learning/08 - Deep Learning (TensorFlow) - Convolutional Neural Nets/003 Keras Conv2D layer_en.vtt
8.6 KB
[TutsNode.com] - Machine Learning, Deep Learning and Bayesian Learning/08 - Deep Learning (TensorFlow) - Convolutional Neural Nets/005 Dropout theory and code_en.vtt
7 KB
[TutsNode.com] - Machine Learning, Deep Learning and Bayesian Learning/08 - Deep Learning (TensorFlow) - Convolutional Neural Nets/007 Cifar-10_en.vtt
10.1 KB
[TutsNode.com] - Machine Learning, Deep Learning and Bayesian Learning/08 - Deep Learning (TensorFlow) - Convolutional Neural Nets/008 Nose Tip detection with CNNs_en.vtt
12.5 KB
[TutsNode.com] - Machine Learning, Deep Learning and Bayesian Learning/09 - Deep Learning Recurrent Neural Nets/001 Word2vec and Embeddings_en.vtt
8.3 KB
[TutsNode.com] - Machine Learning, Deep Learning and Bayesian Learning/09 - Deep Learning Recurrent Neural Nets/002 Kaggle + Word2Vec_en.vtt
10.5 KB
[TutsNode.com] - Machine Learning, Deep Learning and Bayesian Learning/09 - Deep Learning Recurrent Neural Nets/003 Word2Vec keras Model API_en.vtt
13.3 KB
[TutsNode.com] - Machine Learning, Deep Learning and Bayesian Learning/09 - Deep Learning Recurrent Neural Nets/004 Recurrent Neural Nets - Theory_en.vtt
10.6 KB
[TutsNode.com] - Machine Learning, Deep Learning and Bayesian Learning/09 - Deep Learning Recurrent Neural Nets/005 Deep Learning - Long Short Term Memory (LSTM) Nets_en.vtt
11.8 KB
[TutsNode.com] - Machine Learning, Deep Learning and Bayesian Learning/09 - Deep Learning Recurrent Neural Nets/007 Transfer Learning - GLOVE vectors_en.vtt
11.4 KB
[TutsNode.com] - Machine Learning, Deep Learning and Bayesian Learning/09 - Deep Learning Recurrent Neural Nets/008 Sequence to Sequence Introduction + Data Prep_en.vtt
8 KB
[TutsNode.com] - Machine Learning, Deep Learning and Bayesian Learning/09 - Deep Learning Recurrent Neural Nets/009 Sequence to Sequence model + Keras Model API_en.vtt
8.7 KB
[TutsNode.com] - Machine Learning, Deep Learning and Bayesian Learning/09 - Deep Learning Recurrent Neural Nets/010 Sequence to Sequence models Prediction step_en.vtt
13.1 KB
[TutsNode.com] - Machine Learning, Deep Learning and Bayesian Learning/10 - Deep Learning PyTorch Introduction/005 Deep Learning with Pytorch Loss functions_en.vtt
8.7 KB
[TutsNode.com] - Machine Learning, Deep Learning and Bayesian Learning/10 - Deep Learning PyTorch Introduction/006 Deep Learning with Pytorch Stochastic Gradient Descent_en.vtt
8.1 KB
[TutsNode.com] - Machine Learning, Deep Learning and Bayesian Learning/10 - Deep Learning PyTorch Introduction/010 Deep Learning Intro to Pytorch Lightning_en.vtt
9.3 KB
[TutsNode.com] - Machine Learning, Deep Learning and Bayesian Learning/11 - Deep Learning Transfer Learning with PyTorch Lightning/006 PyTorch Lightning Trainer + Model evaluation_en.vtt
6.3 KB
[TutsNode.com] - Machine Learning, Deep Learning and Bayesian Learning/11 - Deep Learning Transfer Learning with PyTorch Lightning/010 Train vs Test Augmentations + DataLoader parameters_en.vtt
3.3 KB
[TutsNode.com] - Machine Learning, Deep Learning and Bayesian Learning/12 - Pixel Level Segmentation (Semantic Segmentation) with PyTorch/003 Unet Architecture overview_en.vtt
6.4 KB
[TutsNode.com] - Machine Learning, Deep Learning and Bayesian Learning/12 - Pixel Level Segmentation (Semantic Segmentation) with PyTorch/005 PyTorch Hooks_en.vtt
7.3 KB
[TutsNode.com] - Machine Learning, Deep Learning and Bayesian Learning/12 - Pixel Level Segmentation (Semantic Segmentation) with PyTorch/006 PyTorch Hooks Step through with breakpoints_en.vtt
8.8 KB
[TutsNode.com] - Machine Learning, Deep Learning and Bayesian Learning/12 - Pixel Level Segmentation (Semantic Segmentation) with PyTorch/007 PyTorch Weighted CrossEntropy Loss_en.vtt
9.1 KB
[TutsNode.com] - Machine Learning, Deep Learning and Bayesian Learning/12 - Pixel Level Segmentation (Semantic Segmentation) with PyTorch/009 Semantic Segmentation training with PyTorch Lightning.mp4
130.2 MB
[TutsNode.com] - Machine Learning, Deep Learning and Bayesian Learning/12 - Pixel Level Segmentation (Semantic Segmentation) with PyTorch/009 Semantic Segmentation training with PyTorch Lightning_en.vtt
16.2 KB
[TutsNode.com] - Machine Learning, Deep Learning and Bayesian Learning/13 - Deep Learning Transformers and BERT/002 The illustrated Transformer (blogpost by Jay Alammar)_en.vtt
8.9 KB
[TutsNode.com] - Machine Learning, Deep Learning and Bayesian Learning/13 - Deep Learning Transformers and BERT/006 Tokenizers and data prep for BERT models_en.vtt
10.8 KB
[TutsNode.com] - Machine Learning, Deep Learning and Bayesian Learning/13 - Deep Learning Transformers and BERT/007 Distilbert (Smaller BERT) model_en.vtt
10.8 KB
[TutsNode.com] - Machine Learning, Deep Learning and Bayesian Learning/13 - Deep Learning Transformers and BERT/008 Pytorch Lightning + DistilBERT for classification_en.vtt
17.3 KB
[TutsNode.com] - Machine Learning, Deep Learning and Bayesian Learning/14 - Bayesian Learning and probabilistic programming/001 Introduction and Terminology_en.vtt
8.3 KB
[TutsNode.com] - Machine Learning, Deep Learning and Bayesian Learning/14 - Bayesian Learning and probabilistic programming/002 Bayesian Learning Distributions_en.vtt
10.5 KB
[TutsNode.com] - Machine Learning, Deep Learning and Bayesian Learning/14 - Bayesian Learning and probabilistic programming/003 Bayes rule for population mean estimation_en.vtt
9 KB
[TutsNode.com] - Machine Learning, Deep Learning and Bayesian Learning/14 - Bayesian Learning and probabilistic programming/004 Bayesian learning Population estimation pymc3 way_en.vtt
8.9 KB
[TutsNode.com] - Machine Learning, Deep Learning and Bayesian Learning/14 - Bayesian Learning and probabilistic programming/005 Coin Toss Example with Pymc3_en.vtt
8 KB
[TutsNode.com] - Machine Learning, Deep Learning and Bayesian Learning/14 - Bayesian Learning and probabilistic programming/007 Bayesian Linear Regression with pymc3_en.vtt
10 KB
[TutsNode.com] - Machine Learning, Deep Learning and Bayesian Learning/14 - Bayesian Learning and probabilistic programming/009 Bayesian Rolling regression - pymc3 way_en.vtt
9.3 KB
[TutsNode.com] - Machine Learning, Deep Learning and Bayesian Learning/14 - Bayesian Learning and probabilistic programming/012 Variational Bayes Linear Classification_en.vtt
7.5 KB
[TutsNode.com] - Machine Learning, Deep Learning and Bayesian Learning/15 - Model Deployment/004 FastAPI serving model_en.vtt
7.5 KB
[TutsNode.com] - Machine Learning, Deep Learning and Bayesian Learning/15 - Model Deployment/007 CLIP model_en.vtt
