[ FreeCourseWeb.com ] Deep Learning CNN - Convolutional Neural Networks with Python torrent, magnet, bt

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[ FreeCourseWeb.com ] Deep Learning CNN - Convolutional Neural Networks with Python

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FreeCourseWeb com Deep Learning CNN Convolutional Neural Networks with Python

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Get Bonus Downloads Here.url

183B

~Get Your Files Here !/Bonus Resources.txt

386B

~Get Your Files Here !/Chapter 1 Introduction to the Course/001. Course Overview.mp4

48.8MB

~Get Your Files Here !/Chapter 1 Introduction to the Course/002. Introduction to Instructor.mp4

13.68MB

~Get Your Files Here !/Chapter 1 Introduction to the Course/003. Why CNN.mp4

82.84MB

~Get Your Files Here !/Chapter 1 Introduction to the Course/004. Focus of the Course.mp4

21.93MB

~Get Your Files Here !/Chapter 10 YOLO/001. Image Classification Revisited.mp4

20.46MB

~Get Your Files Here !/Chapter 10 YOLO/002. Sliding Window Object Localization.mp4

34.16MB

~Get Your Files Here !/Chapter 10 YOLO/003. Sliding Window Efficient Implementation.mp4

27.16MB

~Get Your Files Here !/Chapter 10 YOLO/004. YOLO Introduction.mp4

34.72MB

~Get Your Files Here !/Chapter 10 YOLO/005. YOLO Training Data Generation.mp4

26.96MB

~Get Your Files Here !/Chapter 10 YOLO/006. YOLO Anchor Boxes.mp4

43.6MB

~Get Your Files Here !/Chapter 10 YOLO/007. YOLO Algorithm.mp4

29.52MB

~Get Your Files Here !/Chapter 10 YOLO/008. YOLO Non-Maxima Suppression.mp4

32.63MB

~Get Your Files Here !/Chapter 10 YOLO/009. RCNN.mp4

12.44MB

~Get Your Files Here !/Chapter 10 YOLO/010. YOLO Activity.mp4

5.26MB

~Get Your Files Here !/Chapter 11 Face Verification/001. Problem Setup.mp4

29.98MB

~Get Your Files Here !/Chapter 11 Face Verification/002. Project Implementation.mp4

71.52MB

~Get Your Files Here !/Chapter 11 Face Verification/003. Face Verification Activity.mp4

4.61MB

~Get Your Files Here !/Chapter 12 Neural Style Transfer/001. Problem Setup.mp4

112.85MB

~Get Your Files Here !/Chapter 12 Neural Style Transfer/002. Implementation TensorFlow Hub.mp4

42.59MB

~Get Your Files Here !/Chapter 12 Neural Style Transfer/003. Thank You and Conclusion.mp4

12.31MB

~Get Your Files Here !/Chapter 2 Image Processing/001. Gray-Scale Images.mp4

37.23MB

~Get Your Files Here !/Chapter 2 Image Processing/002. Gray-Scale Images Quiz.mp4

4.16MB

~Get Your Files Here !/Chapter 2 Image Processing/003. Gray-Scale Images Solution.mp4

4.91MB

~Get Your Files Here !/Chapter 2 Image Processing/004. RGB Images.mp4

30.38MB

~Get Your Files Here !/Chapter 2 Image Processing/005. RGB Images Quiz.mp4

4.6MB

~Get Your Files Here !/Chapter 2 Image Processing/006. RGB Images Solution.mp4

5.02MB

~Get Your Files Here !/Chapter 2 Image Processing/007. Reading and Showing Images in Python.mp4

37.77MB

~Get Your Files Here !/Chapter 2 Image Processing/008. Reading and Showing Images in Python Quiz.mp4

4.07MB

~Get Your Files Here !/Chapter 2 Image Processing/009. Reading and Showing Images in Python Solution.mp4

4.36MB

~Get Your Files Here !/Chapter 2 Image Processing/010. Converting an Image to Grayscale in Python.mp4

29.93MB

~Get Your Files Here !/Chapter 2 Image Processing/011. Converting an Image to Grayscale in Python Quiz.mp4

4.43MB

~Get Your Files Here !/Chapter 2 Image Processing/012. Converting an Image to Grayscale in Python Solution.mp4

5.41MB

~Get Your Files Here !/Chapter 2 Image Processing/013. Image Formation.mp4

19.38MB

~Get Your Files Here !/Chapter 2 Image Processing/014. Image Formation Quiz.mp4

4.45MB

~Get Your Files Here !/Chapter 2 Image Processing/015. Image Formation Solution.mp4

4.48MB

~Get Your Files Here !/Chapter 2 Image Processing/016. Image Blurring 1.mp4

45.63MB

~Get Your Files Here !/Chapter 2 Image Processing/017. Image Blurring 1 Quiz.mp4

5.05MB

~Get Your Files Here !/Chapter 2 Image Processing/018. Image Blurring 1 Solution.mp4

4.54MB

~Get Your Files Here !/Chapter 2 Image Processing/019. Image Blurring 2.mp4

39.06MB

~Get Your Files Here !/Chapter 2 Image Processing/020. Image Blurring 2 Quiz.mp4

4.42MB

~Get Your Files Here !/Chapter 2 Image Processing/021. Image Blurring 2 Solution.mp4

5.32MB

~Get Your Files Here !/Chapter 2 Image Processing/022. General Image Filtering.mp4

19.17MB

~Get Your Files Here !/Chapter 2 Image Processing/023. Convolution.mp4

22.76MB

~Get Your Files Here !/Chapter 2 Image Processing/024. Edge Detection.mp4

29.17MB

~Get Your Files Here !/Chapter 2 Image Processing/025. Image Sharpening.mp4

19.62MB

~Get Your Files Here !/Chapter 2 Image Processing/026. Implementation of Image Blurring Edge Detection Image Sharpening in Python.mp4

65.01MB

~Get Your Files Here !/Chapter 2 Image Processing/027. Parametric Shape Detection.mp4

34.16MB

~Get Your Files Here !/Chapter 2 Image Processing/028. Image Processing.mp4

15.08MB

~Get Your Files Here !/Chapter 2 Image Processing/029. Image Processing Activity.mp4

10.83MB

~Get Your Files Here !/Chapter 2 Image Processing/030. Image Processing Activity Solution.mp4

44.55MB

~Get Your Files Here !/Chapter 3 Object Detection/001. Introduction to Object Detection.mp4

35.74MB

~Get Your Files Here !/Chapter 3 Object Detection/002. Classification Pipeline.mp4

43.89MB

~Get Your Files Here !/Chapter 3 Object Detection/003. Classification Pipeline Quiz.mp4

4.22MB

~Get Your Files Here !/Chapter 3 Object Detection/004. Classification Pipeline Solution.mp4

5.19MB

~Get Your Files Here !/Chapter 3 Object Detection/005. Sliding Window Implementation.mp4

24.97MB

~Get Your Files Here !/Chapter 3 Object Detection/006. Shift Scale Rotation Invariance.mp4

47MB

~Get Your Files Here !/Chapter 3 Object Detection/007. Shift Scale Rotation Invariance Exercise.mp4

58.64MB

~Get Your Files Here !/Chapter 3 Object Detection/008. Person Detection.mp4

43.12MB

~Get Your Files Here !/Chapter 3 Object Detection/009. HOG Features.mp4

38.04MB

~Get Your Files Here !/Chapter 3 Object Detection/010. HOG Features Exercise.mp4

28.57MB

~Get Your Files Here !/Chapter 3 Object Detection/011. Hand Engineering Versus CNNs.mp4

30.05MB

~Get Your Files Here !/Chapter 3 Object Detection/012. Object Detection Activity.mp4

18.48MB

~Get Your Files Here !/Chapter 4 Deep Neural Network Overview/001. Neuron and Perceptron.mp4

44.52MB

~Get Your Files Here !/Chapter 4 Deep Neural Network Overview/002. DNN Architecture.mp4

27.28MB

~Get Your Files Here !/Chapter 4 Deep Neural Network Overview/003. DNN Architecture Quiz.mp4

5.79MB

~Get Your Files Here !/Chapter 4 Deep Neural Network Overview/004. DNN Architecture Solution.mp4

7.13MB

~Get Your Files Here !/Chapter 4 Deep Neural Network Overview/005. FeedForward FullyConnected MLP.mp4

16.69MB

~Get Your Files Here !/Chapter 4 Deep Neural Network Overview/006. Calculating Number of Weights of DNN.mp4

22.37MB

~Get Your Files Here !/Chapter 4 Deep Neural Network Overview/007. Calculating Number of Weights of DNN Quiz.mp4

4.52MB

~Get Your Files Here !/Chapter 4 Deep Neural Network Overview/008. Calculating Number of Weights of DNN Solution.mp4

7.08MB

~Get Your Files Here !/Chapter 4 Deep Neural Network Overview/009. Number of Neurons Versus Number of Layers.mp4

25.11MB

~Get Your Files Here !/Chapter 4 Deep Neural Network Overview/010. Discriminative Versus Generative Learning.mp4

22.61MB

~Get Your Files Here !/Chapter 4 Deep Neural Network Overview/011. Universal Approximation Theorem.mp4

31.36MB

~Get Your Files Here !/Chapter 4 Deep Neural Network Overview/012. Why Depth.mp4

12.78MB

~Get Your Files Here !/Chapter 4 Deep Neural Network Overview/013. Decision Boundary in DNN.mp4

22.09MB

~Get Your Files Here !/Chapter 4 Deep Neural Network Overview/014. Decision Boundary in DNN Quiz.mp4

6.03MB

~Get Your Files Here !/Chapter 4 Deep Neural Network Overview/015. Decision Boundary in DNN Solution.mp4

12.91MB

~Get Your Files Here !/Chapter 4 Deep Neural Network Overview/016. BiasTerm.mp4

28.83MB

~Get Your Files Here !/Chapter 4 Deep Neural Network Overview/017. BiasTerm Quiz.mp4

4.5MB

~Get Your Files Here !/Chapter 4 Deep Neural Network Overview/018. BiasTerm Solution.mp4

5.54MB

~Get Your Files Here !/Chapter 4 Deep Neural Network Overview/019. Activation Function.mp4

30.36MB

~Get Your Files Here !/Chapter 4 Deep Neural Network Overview/020. Activation Function Quiz.mp4

4.66MB

~Get Your Files Here !/Chapter 4 Deep Neural Network Overview/021. Activation Function Solution.mp4

6.27MB

~Get Your Files Here !/Chapter 4 Deep Neural Network Overview/022. DNN Training Parameters.mp4

37.19MB

~Get Your Files Here !/Chapter 4 Deep Neural Network Overview/023. DNN Training Parameters Quiz.mp4

4.62MB

~Get Your Files Here !/Chapter 4 Deep Neural Network Overview/024. DNN Training Parameters Solution.mp4

4.87MB

~Get Your Files Here !/Chapter 4 Deep Neural Network Overview/025. Gradient Descent.mp4

29.02MB

~Get Your Files Here !/Chapter 4 Deep Neural Network Overview/026. Backpropagation.mp4

40.28MB

~Get Your Files Here !/Chapter 4 Deep Neural Network Overview/027. Training DNN Animation.mp4

22.43MB

~Get Your Files Here !/Chapter 4 Deep Neural Network Overview/028. Weight Initialization.mp4

45MB

~Get Your Files Here !/Chapter 4 Deep Neural Network Overview/029. Weight Initialization Quiz.mp4

4.6MB

~Get Your Files Here !/Chapter 4 Deep Neural Network Overview/030. Weight Initialization Solution.mp4

5.6MB

~Get Your Files Here !/Chapter 4 Deep Neural Network Overview/031. Batch MiniBatch Stochastic Gradient Descent.mp4

34.18MB

~Get Your Files Here !/Chapter 4 Deep Neural Network Overview/032. Batch Normalization.mp4

22.01MB

~Get Your Files Here !/Chapter 4 Deep Neural Network Overview/033. Rprop and Momentum.mp4

57.97MB

~Get Your Files Here !/Chapter 4 Deep Neural Network Overview/034. Rprop and Momentum Quiz.mp4

6.01MB

~Get Your Files Here !/Chapter 4 Deep Neural Network Overview/035. Rprop and Momentum Solution.mp4

6.52MB

~Get Your Files Here !/Chapter 4 Deep Neural Network Overview/036. Convergence Animation.mp4

32.24MB

~Get Your Files Here !/Chapter 4 Deep Neural Network Overview/037. DropOut, Early Stopping and Hyperparameters.mp4

51.08MB

~Get Your Files Here !/Chapter 4 Deep Neural Network Overview/038. DropOut, Early Stopping and Hyperparameters Quiz.mp4

5.76MB

~Get Your Files Here !/Chapter 4 Deep Neural Network Overview/039. DropOut, Early Stopping and Hyperparameters Solution.mp4

8.5MB

~Get Your Files Here !/Chapter 5 Deep Neural Network Architecture/001. Convolution Revisited.mp4

27.19MB

~Get Your Files Here !/Chapter 5 Deep Neural Network Architecture/002. Implementing Convolution in Python Revisited.mp4

25.62MB

~Get Your Files Here !/Chapter 5 Deep Neural Network Architecture/003. Why Convolution.mp4

21.96MB

~Get Your Files Here !/Chapter 5 Deep Neural Network Architecture/004. Filters Padding Strides.mp4

27.92MB

~Get Your Files Here !/Chapter 5 Deep Neural Network Architecture/005. Padding Image.mp4

30.9MB

~Get Your Files Here !/Chapter 5 Deep Neural Network Architecture/006. Pooling Tensors.mp4

22.42MB

~Get Your Files Here !/Chapter 5 Deep Neural Network Architecture/007. CNN Example.mp4

23MB

~Get Your Files Here !/Chapter 5 Deep Neural Network Architecture/008. Convolution and Pooling Details.mp4

26.97MB

~Get Your Files Here !/Chapter 5 Deep Neural Network Architecture/009. MaxPooling Exercise.mp4

11.68MB

~Get Your Files Here !/Chapter 5 Deep Neural Network Architecture/010. NonVectorized Implementations of Conv2d and Pool2d.mp4

69.2MB

~Get Your Files Here !/Chapter 5 Deep Neural Network Architecture/011. Deep Neural Network Architecture Activity.mp4

7.94MB

~Get Your Files Here !/Chapter 6 Gradient Descent in CNNs/001. Example Setup.mp4

23.67MB

~Get Your Files Here !/Chapter 6 Gradient Descent in CNNs/002. Why Derivatives.mp4

38.93MB

~Get Your Files Here !/Chapter 6 Gradient Descent in CNNs/003. Why Derivatives Quiz.mp4

5.35MB

~Get Your Files Here !/Chapter 6 Gradient Descent in CNNs/004. Why Derivatives Solution.mp4

11.01MB

~Get Your Files Here !/Chapter 6 Gradient Descent in CNNs/005. What Is Chain Rule.mp4

29.53MB

~Get Your Files Here !/Chapter 6 Gradient Descent in CNNs/006. Applying Chain Rule.mp4

38.54MB

~Get Your Files Here !/Chapter 6 Gradient Descent in CNNs/007. Gradients of MaxPooling Layer.mp4

33.87MB

~Get Your Files Here !/Chapter 6 Gradient Descent in CNNs/008. Gradients of MaxPooling Layer Quiz.mp4

5.83MB

~Get Your Files Here !/Chapter 6 Gradient Descent in CNNs/009. Gradients of MaxPooling Layer Solution.mp4

8.15MB

~Get Your Files Here !/Chapter 6 Gradient Descent in CNNs/010. Gradients of Convolutional Layer.mp4

38.03MB

~Get Your Files Here !/Chapter 6 Gradient Descent in CNNs/011. Extending to Multiple Filters.mp4

16.04MB

~Get Your Files Here !/Chapter 6 Gradient Descent in CNNs/012. Extending to Multiple Layers.mp4

27.43MB

~Get Your Files Here !/Chapter 6 Gradient Descent in CNNs/013. Extending to Multiple Layers Quiz.mp4

7.8MB

~Get Your Files Here !/Chapter 6 Gradient Descent in CNNs/014. Extending to Multiple Layers Solution.mp4

26.13MB

~Get Your Files Here !/Chapter 6 Gradient Descent in CNNs/015. Implementation in NumPy ForwardPass.mp4

30.7MB

~Get Your Files Here !/Chapter 6 Gradient Descent in CNNs/016. Implementation in NumPy BackwardPass 1.mp4

24.99MB

~Get Your Files Here !/Chapter 6 Gradient Descent in CNNs/017. Implementation in NumPy BackwardPass 2.mp4

17.09MB

~Get Your Files Here !/Chapter 6 Gradient Descent in CNNs/018. Implementation in NumPy BackwardPass 3.mp4

32.59MB

~Get Your Files Here !/Chapter 6 Gradient Descent in CNNs/019. Implementation in NumPy BackwardPass 4.mp4

49.57MB

~Get Your Files Here !/Chapter 6 Gradient Descent in CNNs/020. Implementation in NumPy BackwardPass 5.mp4

80.87MB

~Get Your Files Here !/Chapter 6 Gradient Descent in CNNs/021. Gradient Descent in CNNs Activity.mp4

7.77MB

~Get Your Files Here !/Chapter 7 Introduction to TensorFlow/001. Introduction to TensorFlow.mp4

29.46MB

~Get Your Files Here !/Chapter 7 Introduction to TensorFlow/002. FashionMNIST Example Plan Neural Network.mp4

89.38MB

~Get Your Files Here !/Chapter 7 Introduction to TensorFlow/003. FashionMNIST Example CNN.mp4

95.32MB

~Get Your Files Here !/Chapter 7 Introduction to TensorFlow/004. Introduction to TensorFlow Activity.mp4

4.94MB

~Get Your Files Here !/Chapter 8 Classical CNNs/001. LeNet.mp4

21.75MB

~Get Your Files Here !/Chapter 8 Classical CNNs/002. LeNet Quiz.mp4

6.22MB

~Get Your Files Here !/Chapter 8 Classical CNNs/003. LeNet Solution.mp4

8.68MB

~Get Your Files Here !/Chapter 8 Classical CNNs/004. AlexNet.mp4

32.33MB

~Get Your Files Here !/Chapter 8 Classical CNNs/005. VGG.mp4

19.01MB

~Get Your Files Here !/Chapter 8 Classical CNNs/006. InceptionNet.mp4

30.02MB

~Get Your Files Here !/Chapter 8 Classical CNNs/007. GoogLeNet.mp4

18.38MB

~Get Your Files Here !/Chapter 8 Classical CNNs/008. Resnet.mp4

31.34MB

~Get Your Files Here !/Chapter 8 Classical CNNs/009. Classical CNNs Activity.mp4

4.85MB

~Get Your Files Here !/Chapter 9 Transfer Learning/001. What Is Transfer learning.mp4

26.36MB

~Get Your Files Here !/Chapter 9 Transfer Learning/002. Why Transfer Learning.mp4

39.11MB

~Get Your Files Here !/Chapter 9 Transfer Learning/003. ImageNet Challenge.mp4

42.58MB

~Get Your Files Here !/Chapter 9 Transfer Learning/004. Practical Tips.mp4

22.7MB

~Get Your Files Here !/Chapter 9 Transfer Learning/005. Project in TensorFlow.mp4

149.67MB

~Get Your Files Here !/Chapter 9 Transfer Learning/006. Transfer Learning Activity.mp4

4.96MB

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