[ FreeCourseWeb.com ] Udemy - Finally GET Deep Learning
大小2.29 GB
文件数152
Info Hash:3C738248A024EDD68569307EBBDC69A33348DC2F
收录时间2026-01-04 12:15:19
更新时间2026-01-04 12:15:19
文件列表 (152)
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183 B
~Get Your Files Here !/01 Deep learning - the big picture/001 Introduction.en.srt
6.99 KB
~Get Your Files Here !/01 Deep learning - the big picture/001 Introduction.mp4
72.01 MB
~Get Your Files Here !/01 Deep learning - the big picture/002 What is Machine Learning exactly_.en.srt
8.29 KB
~Get Your Files Here !/01 Deep learning - the big picture/002 What is Machine Learning exactly_.mp4
12.43 MB
~Get Your Files Here !/01 Deep learning - the big picture/002 lecture1.pdf
350.96 KB
~Get Your Files Here !/01 Deep learning - the big picture/003 Different types of machine learning_ supervised, unsupervised, and reinforcement.en.srt
17.78 KB
~Get Your Files Here !/01 Deep learning - the big picture/003 Different types of machine learning_ supervised, unsupervised, and reinforcement.mp4
25.87 MB
~Get Your Files Here !/01 Deep learning - the big picture/003 lecture2.pdf
1.27 MB
~Get Your Files Here !/01 Deep learning - the big picture/004 The big picture.en.srt
7.35 KB
~Get Your Files Here !/01 Deep learning - the big picture/004 The big picture.mp4
24.3 MB
~Get Your Files Here !/01 Deep learning - the big picture/004 lecture2_2.pdf
88.88 KB
~Get Your Files Here !/01 Deep learning - the big picture/005 Deep neural network as features and weights.en.srt
11.98 KB
~Get Your Files Here !/01 Deep learning - the big picture/005 Deep neural network as features and weights.mp4
32.69 MB
~Get Your Files Here !/01 Deep learning - the big picture/005 lecture2_3.pdf
486.31 KB
~Get Your Files Here !/01 Deep learning - the big picture/006 Loss functions and training vs inference.en.srt
12.33 KB
~Get Your Files Here !/01 Deep learning - the big picture/006 Loss functions and training vs inference.mp4
35.81 MB
~Get Your Files Here !/01 Deep learning - the big picture/006 lecture2_4.pdf
1004.45 KB
~Get Your Files Here !/01 Deep learning - the big picture/007 Why deep learning is unintuitive and how to get good at it.en.srt
10.56 KB
~Get Your Files Here !/01 Deep learning - the big picture/007 Why deep learning is unintuitive and how to get good at it.mp4
14.08 MB
~Get Your Files Here !/01 Deep learning - the big picture/007 lecture2_5.pdf
760.12 KB
~Get Your Files Here !/01 Deep learning - the big picture/008 How to make neural networks feel intuitive.en.srt
8.56 KB
~Get Your Files Here !/01 Deep learning - the big picture/008 How to make neural networks feel intuitive.mp4
18.27 MB
~Get Your Files Here !/01 Deep learning - the big picture/008 lecture2_6.pdf
1.48 MB
~Get Your Files Here !/01 Deep learning - the big picture/009 Course overview.en.srt
10.01 KB
~Get Your Files Here !/01 Deep learning - the big picture/009 Course overview.mp4
13.75 MB
~Get Your Files Here !/01 Deep learning - the big picture/009 lecture2_7.pdf
931.75 KB
~Get Your Files Here !/02 Reinventing deep neural network from scratch/001 Linear regression and MSE loss.en.srt
11.38 KB
~Get Your Files Here !/02 Reinventing deep neural network from scratch/001 Linear regression and MSE loss.mp4
17.96 MB
~Get Your Files Here !/02 Reinventing deep neural network from scratch/002 Numerical analysis - a.k.a. “trial-and-error”.en.srt
10.88 KB
~Get Your Files Here !/02 Reinventing deep neural network from scratch/002 Numerical analysis - a.k.a. “trial-and-error”.mp4
18.83 MB
~Get Your Files Here !/02 Reinventing deep neural network from scratch/003 Network view.en.srt
17.82 KB
~Get Your Files Here !/02 Reinventing deep neural network from scratch/003 Network view.mp4
45.35 MB
~Get Your Files Here !/02 Reinventing deep neural network from scratch/004 Perceptrons.en.srt
10.23 KB
~Get Your Files Here !/02 Reinventing deep neural network from scratch/004 Perceptrons.mp4
15.52 MB
~Get Your Files Here !/02 Reinventing deep neural network from scratch/005 The “Deep” in deep learning.en.srt
12.02 KB
~Get Your Files Here !/02 Reinventing deep neural network from scratch/005 The “Deep” in deep learning.mp4
25.07 MB
~Get Your Files Here !/02 Reinventing deep neural network from scratch/006 Activation Function.en.srt
12.05 KB
~Get Your Files Here !/02 Reinventing deep neural network from scratch/006 Activation Function.mp4
17.54 MB
~Get Your Files Here !/02 Reinventing deep neural network from scratch/007 Overparameterization and overfitting.en.srt
10.92 KB
~Get Your Files Here !/02 Reinventing deep neural network from scratch/007 Overparameterization and overfitting.mp4
20.02 MB
~Get Your Files Here !/02 Reinventing deep neural network from scratch/008 Linear Algebra detour.en.srt
19.66 KB
~Get Your Files Here !/02 Reinventing deep neural network from scratch/008 Linear Algebra detour.mp4
33.06 MB
~Get Your Files Here !/02 Reinventing deep neural network from scratch/009 Vectorization (= parallelization).en.srt
14.25 KB
~Get Your Files Here !/02 Reinventing deep neural network from scratch/009 Vectorization (= parallelization).mp4
29.26 MB
~Get Your Files Here !/02 Reinventing deep neural network from scratch/010 Scalability and emergent properties.en.srt
13.27 KB
~Get Your Files Here !/02 Reinventing deep neural network from scratch/010 Scalability and emergent properties.mp4
25.42 MB
~Get Your Files Here !/02 Reinventing deep neural network from scratch/010 lecture3.pdf
1.29 MB
~Get Your Files Here !/02 Reinventing deep neural network from scratch/011 Recap of the forward pass and brief introduction to backward pass.en.srt
6.73 KB
~Get Your Files Here !/02 Reinventing deep neural network from scratch/011 Recap of the forward pass and brief introduction to backward pass.mp4
11.29 MB
~Get Your Files Here !/02 Reinventing deep neural network from scratch/011 lecture4.pdf
751.91 KB
~Get Your Files Here !/02 Reinventing deep neural network from scratch/012 lecture5.pdf
863.82 KB
~Get Your Files Here !/02 Reinventing deep neural network from scratch/013 lecture6.pdf
934.68 KB
~Get Your Files Here !/02 Reinventing deep neural network from scratch/014 lecture7.pdf
1.22 MB
~Get Your Files Here !/02 Reinventing deep neural network from scratch/015 lecture8.pdf
899.84 KB
~Get Your Files Here !/02 Reinventing deep neural network from scratch/016 lecture9.pdf
988.94 KB
~Get Your Files Here !/02 Reinventing deep neural network from scratch/017 lecture10.pdf
838.41 KB
~Get Your Files Here !/02 Reinventing deep neural network from scratch/018 lecture11.pdf
1002.76 KB
~Get Your Files Here !/02 Reinventing deep neural network from scratch/019 lecture12.pdf
846.34 KB
~Get Your Files Here !/02 Reinventing deep neural network from scratch/020 lecture13.pdf
525.41 KB
~Get Your Files Here !/03 How the model learns on its own - Back Propagation algorithm deep-div/001 The back propagation algorithm.en.srt
8.37 KB
~Get Your Files Here !/03 How the model learns on its own - Back Propagation algorithm deep-div/001 The back propagation algorithm.mp4
14.38 MB
~Get Your Files Here !/03 How the model learns on its own - Back Propagation algorithm deep-div/002 Calculus detour.en.srt
18.36 KB
~Get Your Files Here !/03 How the model learns on its own - Back Propagation algorithm deep-div/002 Calculus detour.mp4
37.1 MB
~Get Your Files Here !/03 How the model learns on its own - Back Propagation algorithm deep-div/003 Calculus detour II.en.srt
10.52 KB
~Get Your Files Here !/03 How the model learns on its own - Back Propagation algorithm deep-div/003 Calculus detour II.mp4
15.88 MB
~Get Your Files Here !/03 How the model learns on its own - Back Propagation algorithm deep-div/004 Gradient descent.en.srt
24.51 KB
~Get Your Files Here !/03 How the model learns on its own - Back Propagation algorithm deep-div/004 Gradient descent.mp4
100.98 MB
~Get Your Files Here !/03 How the model learns on its own - Back Propagation algorithm deep-div/005 Calculus detour - partial derivatives and gradient descent.en.srt
11.69 KB
~Get Your Files Here !/03 How the model learns on its own - Back Propagation algorithm deep-div/005 Calculus detour - partial derivatives and gradient descent.mp4
42.14 MB
~Get Your Files Here !/03 How the model learns on its own - Back Propagation algorithm deep-div/006 Calculus detour - the Chain Rule.en.srt
21.01 KB
~Get Your Files Here !/03 How the model learns on its own - Back Propagation algorithm deep-div/006 Calculus detour - the Chain Rule.mp4
38.24 MB
~Get Your Files Here !/03 How the model learns on its own - Back Propagation algorithm deep-div/007 Calculus detour - the Chain Rule II.en.srt
21.98 KB
~Get Your Files Here !/03 How the model learns on its own - Back Propagation algorithm deep-div/007 Calculus detour - the Chain Rule II.mp4
36.43 MB
~Get Your Files Here !/03 How the model learns on its own - Back Propagation algorithm deep-div/008 Computational graph I - forward pass.en.srt
8.98 KB
~Get Your Files Here !/03 How the model learns on its own - Back Propagation algorithm deep-div/008 Computational graph I - forward pass.mp4
15.06 MB
~Get Your Files Here !/03 How the model learns on its own - Back Propagation algorithm deep-div/009 Computational graph II - backward pass.en.srt
14.07 KB
~Get Your Files Here !/03 How the model learns on its own - Back Propagation algorithm deep-div/009 Computational graph II - backward pass.mp4
48.1 MB
~Get Your Files Here !/03 How the model learns on its own - Back Propagation algorithm deep-div/010 Computational graph III - backward pass II.en.srt
15.06 KB
~Get Your Files Here !/03 How the model learns on its own - Back Propagation algorithm deep-div/010 Computational graph III - backward pass II.mp4
63.55 MB
~Get Your Files Here !/03 How the model learns on its own - Back Propagation algorithm deep-div/011 Computational graph IV - backward pass III.en.srt
24.41 KB
~Get Your Files Here !/03 How the model learns on its own - Back Propagation algorithm deep-div/011 Computational graph IV - backward pass III.mp4
82.74 MB
~Get Your Files Here !/03 How the model learns on its own - Back Propagation algorithm deep-div/012 Forward and backward pass recap and wrap up.en.srt
13.6 KB
~Get Your Files Here !/03 How the model learns on its own - Back Propagation algorithm deep-div/012 Forward and backward pass recap and wrap up.mp4
46 MB
~Get Your Files Here !/03 How the model learns on its own - Back Propagation algorithm deep-div/022 lecture15.pdf
1.33 MB
~Get Your Files Here !/03 How the model learns on its own - Back Propagation algorithm deep-div/023 lecture15_2.pdf
844.07 KB
~Get Your Files Here !/03 How the model learns on its own - Back Propagation algorithm deep-div/024 lecture16.pdf
929.45 KB
~Get Your Files Here !/03 How the model learns on its own - Back Propagation algorithm deep-div/025 lecture17.pdf
1.26 MB
~Get Your Files Here !/03 How the model learns on its own - Back Propagation algorithm deep-div/026 lecture18.pdf
1.41 MB
~Get Your Files Here !/03 How the model learns on its own - Back Propagation algorithm deep-div/027 lecture18_2.pdf
1.15 MB
~Get Your Files Here !/03 How the model learns on its own - Back Propagation algorithm deep-div/028 lecture19.pdf
503.61 KB
~Get Your Files Here !/03 How the model learns on its own - Back Propagation algorithm deep-div/029 lecture20.pdf
592.57 KB
~Get Your Files Here !/03 How the model learns on its own - Back Propagation algorithm deep-div/030 lecture20_2.pdf
578.05 KB
~Get Your Files Here !/03 How the model learns on its own - Back Propagation algorithm deep-div/031 lecture21.pdf
1.1 MB
~Get Your Files Here !/03 How the model learns on its own - Back Propagation algorithm deep-div/032 lecture22.pdf
1.17 MB
~Get Your Files Here !/04 How to make neural networks work in reality/001 Vanishing gradient problem.en.srt
21.71 KB
~Get Your Files Here !/04 How to make neural networks work in reality/001 Vanishing gradient problem.mp4
38.34 MB
~Get Your Files Here !/04 How to make neural networks work in reality/002 Vanishing gradient solutions I.en.srt
18.01 KB
~Get Your Files Here !/04 How to make neural networks work in reality/002 Vanishing gradient solutions I.mp4
22.44 MB
~Get Your Files Here !/04 How to make neural networks work in reality/003 Vanishing gradient solutions II.en.srt
10.26 KB
~Get Your Files Here !/04 How to make neural networks work in reality/003 Vanishing gradient solutions II.mp4
17.55 MB
~Get Your Files Here !/04 How to make neural networks work in reality/004 Stochastic and mini-batch gradient descent.en.srt
22.73 KB
~Get Your Files Here !/04 How to make neural networks work in reality/004 Stochastic and mini-batch gradient descent.mp4
39.64 MB
~Get Your Files Here !/04 How to make neural networks work in reality/005 Other optimizers I.en.srt
13.74 KB
~Get Your Files Here !/04 How to make neural networks work in reality/005 Other optimizers I.mp4
33.29 MB
~Get Your Files Here !/04 How to make neural networks work in reality/006 Other optimizers II.en.srt
7.82 KB
~Get Your Files Here !/04 How to make neural networks work in reality/006 Other optimizers II.mp4
11.59 MB
~Get Your Files Here !/04 How to make neural networks work in reality/007 Hyperparameter tuning strategies.en.srt
12.46 KB
~Get Your Files Here !/04 How to make neural networks work in reality/007 Hyperparameter tuning strategies.mp4
27.77 MB
~Get Your Files Here !/04 How to make neural networks work in reality/008 Batch normalization.en.srt
13.95 KB
~Get Your Files Here !/04 How to make neural networks work in reality/008 Batch normalization.mp4
43.87 MB
~Get Your Files Here !/04 How to make neural networks work in reality/009 Overfitting I - problem and solution overview.en.srt
17.91 KB
~Get Your Files Here !/04 How to make neural networks work in reality/009 Overfitting I - problem and solution overview.mp4
31.15 MB
~Get Your Files Here !/04 How to make neural networks work in reality/010 Overfitting II - regularization and drop out.en.srt
14.97 KB
~Get Your Files Here !/04 How to make neural networks work in reality/010 Overfitting II - regularization and drop out.mp4
25.36 MB
~Get Your Files Here !/04 How to make neural networks work in reality/011 Softmax activation.en.srt
13.44 KB
~Get Your Files Here !/04 How to make neural networks work in reality/011 Softmax activation.mp4
28.77 MB
~Get Your Files Here !/04 How to make neural networks work in reality/012 Loss functions.en.srt
8.72 KB
~Get Your Files Here !/04 How to make neural networks work in reality/012 Loss functions.mp4
11.6 MB
~Get Your Files Here !/04 How to make neural networks work in reality/013 Cross entropy loss.en.srt
15.79 KB
~Get Your Files Here !/04 How to make neural networks work in reality/013 Cross entropy loss.mp4
25.97 MB
~Get Your Files Here !/04 How to make neural networks work in reality/033 lecture23.pdf
1.64 MB
~Get Your Files Here !/04 How to make neural networks work in reality/034 lecture24.pdf
1.1 MB
~Get Your Files Here !/04 How to make neural networks work in reality/035 lecture24_2.pdf
764.18 KB
~Get Your Files Here !/04 How to make neural networks work in reality/036 lecture25.pdf
1.15 MB
~Get Your Files Here !/04 How to make neural networks work in reality/037 lecture26.pdf
537.41 KB
~Get Your Files Here !/04 How to make neural networks work in reality/038 lecture26_2.pdf
305.23 KB
~Get Your Files Here !/04 How to make neural networks work in reality/039 lecture27.pdf
720.81 KB
~Get Your Files Here !/04 How to make neural networks work in reality/040 lecture28.pdf
952.39 KB
~Get Your Files Here !/04 How to make neural networks work in reality/041 lecture29.pdf
1.52 MB
~Get Your Files Here !/04 How to make neural networks work in reality/042 lecture30.pdf
1.43 MB
~Get Your Files Here !/05 Coding deep neural networks in PyTorch and PyTorch Lightning/001 Setting up a coding environment using Anaconda and Jupyter Notebook in Vscode.en.srt
7.83 KB
~Get Your Files Here !/05 Coding deep neural networks in PyTorch and PyTorch Lightning/001 Setting up a coding environment using Anaconda and Jupyter Notebook in Vscode.mp4
33.57 MB
~Get Your Files Here !/05 Coding deep neural networks in PyTorch and PyTorch Lightning/002 Train an MNIST model from scratch in plain PyTorch I.en.srt
20.37 KB
~Get Your Files Here !/05 Coding deep neural networks in PyTorch and PyTorch Lightning/002 Train an MNIST model from scratch in plain PyTorch I.mp4
96.23 MB
~Get Your Files Here !/05 Coding deep neural networks in PyTorch and PyTorch Lightning/003 Train an MNIST model from scratch in plain PyTorch II.en.srt
17.41 KB
~Get Your Files Here !/05 Coding deep neural networks in PyTorch and PyTorch Lightning/003 Train an MNIST model from scratch in plain PyTorch II.mp4
96.27 MB
~Get Your Files Here !/05 Coding deep neural networks in PyTorch and PyTorch Lightning/004 Train an MNIST model from scratch in plain PyTorch III.en.srt
23.46 KB
~Get Your Files Here !/05 Coding deep neural networks in PyTorch and PyTorch Lightning/004 Train an MNIST model from scratch in plain PyTorch III.mp4
102.02 MB
~Get Your Files Here !/05 Coding deep neural networks in PyTorch and PyTorch Lightning/005 Train an MNIST model from scratch in plain PyTorch IV.en.srt
23.01 KB
~Get Your Files Here !/05 Coding deep neural networks in PyTorch and PyTorch Lightning/005 Train an MNIST model from scratch in plain PyTorch IV.mp4
75.63 MB
~Get Your Files Here !/05 Coding deep neural networks in PyTorch and PyTorch Lightning/006 Train an MNIST model using PyTorch's nn module I.en.srt
22.1 KB
~Get Your Files Here !/05 Coding deep neural networks in PyTorch and PyTorch Lightning/006 Train an MNIST model using PyTorch's nn module I.mp4
84.94 MB
~Get Your Files Here !/05 Coding deep neural networks in PyTorch and PyTorch Lightning/007 Train an MNIST model using PyTorch's nn module II.en.srt
23.59 KB
~Get Your Files Here !/05 Coding deep neural networks in PyTorch and PyTorch Lightning/007 Train an MNIST model using PyTorch's nn module II.mp4
102.12 MB
~Get Your Files Here !/05 Coding deep neural networks in PyTorch and PyTorch Lightning/008 Train an MNIST model using PyTorch Lightning I.en.srt
16.86 KB
~Get Your Files Here !/05 Coding deep neural networks in PyTorch and PyTorch Lightning/008 Train an MNIST model using PyTorch Lightning I.mp4
83 MB
~Get Your Files Here !/05 Coding deep neural networks in PyTorch and PyTorch Lightning/009 Train an MNIST model using PyTorch Lightning II.en.srt
23.51 KB
~Get Your Files Here !/05 Coding deep neural networks in PyTorch and PyTorch Lightning/009 Train an MNIST model using PyTorch Lightning II.mp4
118.43 MB
~Get Your Files Here !/05 Coding deep neural networks in PyTorch and PyTorch Lightning/010 Next steps.en.srt
29.49 KB
~Get Your Files Here !/05 Coding deep neural networks in PyTorch and PyTorch Lightning/010 Next steps.mp4