[ DevCourseWeb.com ] Udemy - Fundamentals of Deep Learning - Core Concepts and PyTorch torrent, magnet, bt

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[ DevCourseWeb.com ] Udemy - Fundamentals of Deep Learning - Core Concepts and PyTorch

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DevCourseWeb com Udemy Fundamentals of Deep Learning Core Concepts and PyTorch

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~Get Your Files Here !/1. Deep learning - the big picture/1. Introduction.mp4

72.01MB

~Get Your Files Here !/1. Deep learning - the big picture/1. Introduction.srt

6.72KB

~Get Your Files Here !/1. Deep learning - the big picture/2. What is Machine Learning exactly.mp4

12.43MB

~Get Your Files Here !/1. Deep learning - the big picture/2. What is Machine Learning exactly.srt

7.98KB

~Get Your Files Here !/1. Deep learning - the big picture/2.1 lecture1.pdf

350.96KB

~Get Your Files Here !/1. Deep learning - the big picture/3. Different types of machine learning supervised, unsupervised, and reinforcement.mp4

25.87MB

~Get Your Files Here !/1. Deep learning - the big picture/3. Different types of machine learning supervised, unsupervised, and reinforcement.srt

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~Get Your Files Here !/1. Deep learning - the big picture/3.1 lecture2.pdf

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~Get Your Files Here !/1. Deep learning - the big picture/4. The big picture.mp4

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~Get Your Files Here !/1. Deep learning - the big picture/4. The big picture.srt

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~Get Your Files Here !/1. Deep learning - the big picture/4.1 lecture2_2.pdf

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~Get Your Files Here !/1. Deep learning - the big picture/5. Deep neural network as features and weights.mp4

32.69MB

~Get Your Files Here !/1. Deep learning - the big picture/5. Deep neural network as features and weights.srt

11.53KB

~Get Your Files Here !/1. Deep learning - the big picture/5.1 lecture2_3.pdf

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~Get Your Files Here !/1. Deep learning - the big picture/6. Loss functions and training vs inference.mp4

35.81MB

~Get Your Files Here !/1. Deep learning - the big picture/6. Loss functions and training vs inference.srt

11.9KB

~Get Your Files Here !/1. Deep learning - the big picture/6.1 lecture2_4.pdf

1004.45KB

~Get Your Files Here !/1. Deep learning - the big picture/7. Why deep learning is unintuitive and how to get good at it.mp4

14.08MB

~Get Your Files Here !/1. Deep learning - the big picture/7. Why deep learning is unintuitive and how to get good at it.srt

10.18KB

~Get Your Files Here !/1. Deep learning - the big picture/7.1 lecture2_5.pdf

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~Get Your Files Here !/1. Deep learning - the big picture/8. How to make neural networks feel intuitive.mp4

18.27MB

~Get Your Files Here !/1. Deep learning - the big picture/8. How to make neural networks feel intuitive.srt

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~Get Your Files Here !/1. Deep learning - the big picture/8.1 lecture2_6.pdf

1.48MB

~Get Your Files Here !/1. Deep learning - the big picture/9. Course overview.mp4

13.75MB

~Get Your Files Here !/1. Deep learning - the big picture/9. Course overview.srt

9.66KB

~Get Your Files Here !/1. Deep learning - the big picture/9.1 lecture2_7.pdf

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~Get Your Files Here !/2. Reinventing deep neural network from scratch/1. Linear regression and MSE loss.mp4

17.96MB

~Get Your Files Here !/2. Reinventing deep neural network from scratch/1. Linear regression and MSE loss.srt

10.95KB

~Get Your Files Here !/2. Reinventing deep neural network from scratch/1.1 lecture3.pdf

1.29MB

~Get Your Files Here !/2. Reinventing deep neural network from scratch/10. Scalability and emergent properties.mp4

25.42MB

~Get Your Files Here !/2. Reinventing deep neural network from scratch/10. Scalability and emergent properties.srt

12.8KB

~Get Your Files Here !/2. Reinventing deep neural network from scratch/10.1 lecture12.pdf

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~Get Your Files Here !/2. Reinventing deep neural network from scratch/11. Recap of the forward pass and brief introduction to backward pass.mp4

11.29MB

~Get Your Files Here !/2. Reinventing deep neural network from scratch/11. Recap of the forward pass and brief introduction to backward pass.srt

6.49KB

~Get Your Files Here !/2. Reinventing deep neural network from scratch/11.1 lecture13.pdf

525.41KB

~Get Your Files Here !/2. Reinventing deep neural network from scratch/2. Numerical analysis - a.k.a. “trial-and-error”.mp4

18.82MB

~Get Your Files Here !/2. Reinventing deep neural network from scratch/2. Numerical analysis - a.k.a. “trial-and-error”.srt

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~Get Your Files Here !/2. Reinventing deep neural network from scratch/2.1 lecture4.pdf

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~Get Your Files Here !/2. Reinventing deep neural network from scratch/3. Network view.mp4

45.35MB

~Get Your Files Here !/2. Reinventing deep neural network from scratch/3. Network view.srt

17.12KB

~Get Your Files Here !/2. Reinventing deep neural network from scratch/3.1 lecture5.pdf

863.82KB

~Get Your Files Here !/2. Reinventing deep neural network from scratch/4. Perceptrons.mp4

15.52MB

~Get Your Files Here !/2. Reinventing deep neural network from scratch/4. Perceptrons.srt

9.84KB

~Get Your Files Here !/2. Reinventing deep neural network from scratch/4.1 lecture6.pdf

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~Get Your Files Here !/2. Reinventing deep neural network from scratch/5. The “Deep” in deep learning.mp4

25.07MB

~Get Your Files Here !/2. Reinventing deep neural network from scratch/5. The “Deep” in deep learning.srt

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~Get Your Files Here !/2. Reinventing deep neural network from scratch/5.1 lecture7.pdf

1.22MB

~Get Your Files Here !/2. Reinventing deep neural network from scratch/6. Activation Function.mp4

17.54MB

~Get Your Files Here !/2. Reinventing deep neural network from scratch/6. Activation Function.srt

11.61KB

~Get Your Files Here !/2. Reinventing deep neural network from scratch/6.1 lecture8.pdf

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~Get Your Files Here !/2. Reinventing deep neural network from scratch/7. Overparameterization and overfitting.mp4

20.02MB

~Get Your Files Here !/2. Reinventing deep neural network from scratch/7. Overparameterization and overfitting.srt

10.53KB

~Get Your Files Here !/2. Reinventing deep neural network from scratch/7.1 lecture9.pdf

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~Get Your Files Here !/2. Reinventing deep neural network from scratch/8. Linear Algebra detour.mp4

33.06MB

~Get Your Files Here !/2. Reinventing deep neural network from scratch/8. Linear Algebra detour.srt

18.92KB

~Get Your Files Here !/2. Reinventing deep neural network from scratch/8.1 lecture10.pdf

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~Get Your Files Here !/2. Reinventing deep neural network from scratch/9. Vectorization (= parallelization).mp4

29.27MB

~Get Your Files Here !/2. Reinventing deep neural network from scratch/9. Vectorization (= parallelization).srt

13.71KB

~Get Your Files Here !/2. Reinventing deep neural network from scratch/9.1 lecture11.pdf

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~Get Your Files Here !/3. How the model learns on its own - Back Propagation algorithm deep-div/1. The back propagation algorithm.mp4

14.38MB

~Get Your Files Here !/3. How the model learns on its own - Back Propagation algorithm deep-div/1. The back propagation algorithm.srt

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~Get Your Files Here !/3. How the model learns on its own - Back Propagation algorithm deep-div/10. Computational graph III - backward pass II.mp4

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~Get Your Files Here !/3. How the model learns on its own - Back Propagation algorithm deep-div/10. Computational graph III - backward pass II.srt

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~Get Your Files Here !/3. How the model learns on its own - Back Propagation algorithm deep-div/10.1 lecture20_2.pdf

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~Get Your Files Here !/3. How the model learns on its own - Back Propagation algorithm deep-div/11. Computational graph IV - backward pass III.mp4

82.74MB

~Get Your Files Here !/3. How the model learns on its own - Back Propagation algorithm deep-div/11. Computational graph IV - backward pass III.srt

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~Get Your Files Here !/3. How the model learns on its own - Back Propagation algorithm deep-div/11.1 lecture21.pdf

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~Get Your Files Here !/3. How the model learns on its own - Back Propagation algorithm deep-div/12. Forward and backward pass recap and wrap up.mp4

46MB

~Get Your Files Here !/3. How the model learns on its own - Back Propagation algorithm deep-div/12. Forward and backward pass recap and wrap up.srt

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~Get Your Files Here !/3. How the model learns on its own - Back Propagation algorithm deep-div/12.1 lecture22.pdf

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~Get Your Files Here !/3. How the model learns on its own - Back Propagation algorithm deep-div/2. Calculus detour.mp4

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~Get Your Files Here !/3. How the model learns on its own - Back Propagation algorithm deep-div/2. Calculus detour.srt

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~Get Your Files Here !/3. How the model learns on its own - Back Propagation algorithm deep-div/2.1 lecture15.pdf

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~Get Your Files Here !/3. How the model learns on its own - Back Propagation algorithm deep-div/3. Calculus detour II.mp4

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~Get Your Files Here !/3. How the model learns on its own - Back Propagation algorithm deep-div/3. Calculus detour II.srt

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~Get Your Files Here !/3. How the model learns on its own - Back Propagation algorithm deep-div/3.1 lecture15_2.pdf

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~Get Your Files Here !/3. How the model learns on its own - Back Propagation algorithm deep-div/4. Gradient descent.mp4

100.98MB

~Get Your Files Here !/3. How the model learns on its own - Back Propagation algorithm deep-div/4. Gradient descent.srt

23.57KB

~Get Your Files Here !/3. How the model learns on its own - Back Propagation algorithm deep-div/4.1 lecture16.pdf

929.45KB

~Get Your Files Here !/3. How the model learns on its own - Back Propagation algorithm deep-div/5. Calculus detour - partial derivatives and gradient descent.mp4

42.15MB

~Get Your Files Here !/3. How the model learns on its own - Back Propagation algorithm deep-div/5. Calculus detour - partial derivatives and gradient descent.srt

11.24KB

~Get Your Files Here !/3. How the model learns on its own - Back Propagation algorithm deep-div/5.1 lecture17.pdf

1.26MB

~Get Your Files Here !/3. How the model learns on its own - Back Propagation algorithm deep-div/6. Calculus detour - the Chain Rule.mp4

38.24MB

~Get Your Files Here !/3. How the model learns on its own - Back Propagation algorithm deep-div/6. Calculus detour - the Chain Rule.srt

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~Get Your Files Here !/3. How the model learns on its own - Back Propagation algorithm deep-div/6.1 lecture18.pdf

1.41MB

~Get Your Files Here !/3. How the model learns on its own - Back Propagation algorithm deep-div/7. Calculus detour - the Chain Rule II.mp4

36.44MB

~Get Your Files Here !/3. How the model learns on its own - Back Propagation algorithm deep-div/7. Calculus detour - the Chain Rule II.srt

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~Get Your Files Here !/3. How the model learns on its own - Back Propagation algorithm deep-div/7.1 lecture18_2.pdf

1.15MB

~Get Your Files Here !/3. How the model learns on its own - Back Propagation algorithm deep-div/8. Computational graph I - forward pass.mp4

15.06MB

~Get Your Files Here !/3. How the model learns on its own - Back Propagation algorithm deep-div/8. Computational graph I - forward pass.srt

8.62KB

~Get Your Files Here !/3. How the model learns on its own - Back Propagation algorithm deep-div/8.1 lecture19.pdf

503.61KB

~Get Your Files Here !/3. How the model learns on its own - Back Propagation algorithm deep-div/9. Computational graph II - backward pass.mp4

48.1MB

~Get Your Files Here !/3. How the model learns on its own - Back Propagation algorithm deep-div/9. Computational graph II - backward pass.srt

13.52KB

~Get Your Files Here !/3. How the model learns on its own - Back Propagation algorithm deep-div/9.1 lecture20.pdf

592.57KB

~Get Your Files Here !/4. How to make neural networks work in reality/1. Vanishing gradient problem.mp4

38.34MB

~Get Your Files Here !/4. How to make neural networks work in reality/1. Vanishing gradient problem.srt

20.93KB

~Get Your Files Here !/4. How to make neural networks work in reality/1.1 lecture23.pdf

1.64MB

~Get Your Files Here !/4. How to make neural networks work in reality/10. Overfitting II - regularization and drop out.mp4

25.36MB

~Get Your Files Here !/4. How to make neural networks work in reality/10. Overfitting II - regularization and drop out.srt

14.44KB

~Get Your Files Here !/4. How to make neural networks work in reality/10.1 lecture30.pdf

1.43MB

~Get Your Files Here !/4. How to make neural networks work in reality/11. Softmax activation.mp4

28.78MB

~Get Your Files Here !/4. How to make neural networks work in reality/11. Softmax activation.srt

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~Get Your Files Here !/4. How to make neural networks work in reality/12. Loss functions.mp4

11.6MB

~Get Your Files Here !/4. How to make neural networks work in reality/12. Loss functions.srt

8.4KB

~Get Your Files Here !/4. How to make neural networks work in reality/13. Cross entropy loss.mp4

25.97MB

~Get Your Files Here !/4. How to make neural networks work in reality/13. Cross entropy loss.srt

15.24KB

~Get Your Files Here !/4. How to make neural networks work in reality/2. Vanishing gradient solutions I.mp4

22.44MB

~Get Your Files Here !/4. How to make neural networks work in reality/2. Vanishing gradient solutions I.srt

17.36KB

~Get Your Files Here !/4. How to make neural networks work in reality/2.1 lecture24.pdf

1.1MB

~Get Your Files Here !/4. How to make neural networks work in reality/3. Vanishing gradient solutions II.mp4

17.55MB

~Get Your Files Here !/4. How to make neural networks work in reality/3. Vanishing gradient solutions II.srt

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~Get Your Files Here !/4. How to make neural networks work in reality/3.1 lecture24_2.pdf

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~Get Your Files Here !/4. How to make neural networks work in reality/4. Stochastic and mini-batch gradient descent.mp4

39.64MB

~Get Your Files Here !/4. How to make neural networks work in reality/4. Stochastic and mini-batch gradient descent.srt

21.9KB

~Get Your Files Here !/4. How to make neural networks work in reality/4.1 lecture25.pdf

1.15MB

~Get Your Files Here !/4. How to make neural networks work in reality/5. Other optimizers I.mp4

33.29MB

~Get Your Files Here !/4. How to make neural networks work in reality/5. Other optimizers I.srt

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~Get Your Files Here !/4. How to make neural networks work in reality/5.1 lecture26.pdf

537.41KB

~Get Your Files Here !/4. How to make neural networks work in reality/6. Other optimizers II.mp4

11.6MB

~Get Your Files Here !/4. How to make neural networks work in reality/6. Other optimizers II.srt

7.53KB

~Get Your Files Here !/4. How to make neural networks work in reality/6.1 lecture26_2.pdf

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~Get Your Files Here !/4. How to make neural networks work in reality/7. Hyperparameter tuning strategies.mp4

27.77MB

~Get Your Files Here !/4. How to make neural networks work in reality/7. Hyperparameter tuning strategies.srt

11.99KB

~Get Your Files Here !/4. How to make neural networks work in reality/7.1 lecture27.pdf

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~Get Your Files Here !/4. How to make neural networks work in reality/8. Batch normalization.mp4

43.87MB

~Get Your Files Here !/4. How to make neural networks work in reality/8. Batch normalization.srt

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~Get Your Files Here !/4. How to make neural networks work in reality/8.1 lecture28.pdf

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~Get Your Files Here !/4. How to make neural networks work in reality/9. Overfitting I - problem and solution overview.mp4

31.15MB

~Get Your Files Here !/4. How to make neural networks work in reality/9. Overfitting I - problem and solution overview.srt

17.3KB

~Get Your Files Here !/4. How to make neural networks work in reality/9.1 lecture29.pdf

1.52MB

~Get Your Files Here !/5. Coding deep neural networks in PyTorch and PyTorch Lightning/1. Setting up a coding environment using Anaconda and Jupyter Notebook in Vscode.mp4

33.57MB

~Get Your Files Here !/5. Coding deep neural networks in PyTorch and PyTorch Lightning/1. Setting up a coding environment using Anaconda and Jupyter Notebook in Vscode.srt

7.51KB

~Get Your Files Here !/5. Coding deep neural networks in PyTorch and PyTorch Lightning/10. Next steps.mp4

110.56MB

~Get Your Files Here !/5. Coding deep neural networks in PyTorch and PyTorch Lightning/10. Next steps.srt

28.31KB

~Get Your Files Here !/5. Coding deep neural networks in PyTorch and PyTorch Lightning/2. Train an MNIST model from scratch in plain PyTorch I.mp4

96.23MB

~Get Your Files Here !/5. Coding deep neural networks in PyTorch and PyTorch Lightning/2. Train an MNIST model from scratch in plain PyTorch I.srt

19.46KB

~Get Your Files Here !/5. Coding deep neural networks in PyTorch and PyTorch Lightning/3. Train an MNIST model from scratch in plain PyTorch II.mp4

96.27MB

~Get Your Files Here !/5. Coding deep neural networks in PyTorch and PyTorch Lightning/3. Train an MNIST model from scratch in plain PyTorch II.srt

16.65KB

~Get Your Files Here !/5. Coding deep neural networks in PyTorch and PyTorch Lightning/4. Train an MNIST model from scratch in plain PyTorch III.mp4

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~Get Your Files Here !/5. Coding deep neural networks in PyTorch and PyTorch Lightning/4. Train an MNIST model from scratch in plain PyTorch III.srt

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~Get Your Files Here !/5. Coding deep neural networks in PyTorch and PyTorch Lightning/5. Train an MNIST model from scratch in plain PyTorch IV.mp4

75.63MB

~Get Your Files Here !/5. Coding deep neural networks in PyTorch and PyTorch Lightning/5. Train an MNIST model from scratch in plain PyTorch IV.srt

22KB

~Get Your Files Here !/5. Coding deep neural networks in PyTorch and PyTorch Lightning/6. Train an MNIST model using PyTorch's nn module I.mp4

84.94MB

~Get Your Files Here !/5. Coding deep neural networks in PyTorch and PyTorch Lightning/6. Train an MNIST model using PyTorch's nn module I.srt

21.18KB

~Get Your Files Here !/5. Coding deep neural networks in PyTorch and PyTorch Lightning/7. Train an MNIST model using PyTorch's nn module II.mp4

102.12MB

~Get Your Files Here !/5. Coding deep neural networks in PyTorch and PyTorch Lightning/7. Train an MNIST model using PyTorch's nn module II.srt

22.56KB

~Get Your Files Here !/5. Coding deep neural networks in PyTorch and PyTorch Lightning/8. Train an MNIST model using PyTorch Lightning I.mp4

83MB

~Get Your Files Here !/5. Coding deep neural networks in PyTorch and PyTorch Lightning/8. Train an MNIST model using PyTorch Lightning I.srt

16.13KB

~Get Your Files Here !/5. Coding deep neural networks in PyTorch and PyTorch Lightning/9. Train an MNIST model using PyTorch Lightning II.mp4

118.44MB

~Get Your Files Here !/5. Coding deep neural networks in PyTorch and PyTorch Lightning/9. Train an MNIST model using PyTorch Lightning II.srt

22.48KB

~Get Your Files Here !/Bonus Resources.txt

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