GigaCourse Com Udemy Machine Learning Deep Learning and Bayesian Learning |
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Name |
[GigaCourse.Com] Udemy - Machine Learning, Deep Learning and Bayesian Learning |
DOWNLOAD Copy Link |
Total Size |
5.9 GB |
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Total Files |
380 |
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Last Seen |
2024-07-08 23:45 |
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Hash |
C2359944F95BEF3FEAA0C383B869058ED14A8020 |
/0. Websites you may like/ |
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/01 - Introduction/ |
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/02 - Basic python + Pandas + Plotting/ |
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009 -------------------------------- Pandas --------------------------------.html |
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/03 - Machine Learning Numpy + Scikit Learn/ |
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007 ---------------- Scikit Learn -------------------------------------.html |
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/04 - Machine Learning Classification + Time Series + Model Diagnostics/ |
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/05 - Unsupervised Learning/ |
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/06 - Natural Language Processing + Regularization/ |
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003 Term Frequency - Inverse Document Frequency (Tf - Idf) theory.mp4 |
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003 Term Frequency - Inverse Document Frequency (Tf - Idf) theory_en.vtt |
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/07 - Deep Learning/ |
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/08 - Deep Learning (TensorFlow) - Convolutional Neural Nets/ |
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/09 - Deep Learning Recurrent Neural Nets/ |
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005 Deep Learning - Long Short Term Memory (LSTM) Nets_en.vtt |
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/10 - Deep Learning PyTorch Introduction/ |
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006 Deep Learning with Pytorch Stochastic Gradient Descent.mp4 |
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006 Deep Learning with Pytorch Stochastic Gradient Descent_en.vtt |
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/11 - Deep Learning Transfer Learning with PyTorch Lightning/ |
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010 Train vs Test Augmentations + DataLoader parameters_en.vtt |
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011 Deep Learning Transfer Learning Model with ResNet_en.vtt |
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/12 - Pixel Level Segmentation (Semantic Segmentation) with PyTorch/ |
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002 Coco Dataset + Augmentations for Segmentation with Torchvision.mp4 |
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002 Coco Dataset + Augmentations for Segmentation with Torchvision_en.vtt |
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009 Semantic Segmentation training with PyTorch Lightning.mp4 |
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009 Semantic Segmentation training with PyTorch Lightning_en.vtt |
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/13 - Deep Learning Transformers and BERT/ |
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002 The illustrated Transformer (blogpost by Jay Alammar).mp4 |
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002 The illustrated Transformer (blogpost by Jay Alammar)_en.vtt |
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005 Kaggle Multi-lingual Toxic Comment Classification Challenge.mp4 |
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005 Kaggle Multi-lingual Toxic Comment Classification Challenge_en.vtt |
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008 Pytorch Lightning + DistilBERT for classification_en.vtt |
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/14 - Bayesian Learning and probabilistic programming/ |
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004 Bayesian learning Population estimation pymc3 way_en.vtt |
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/15 - Model Deployment/ |
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/16 - Final Thoughts/ |
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