Neural Networks in Python from Scratch - Learning by Doing --> [ DevCourseWeb ]

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Torrent File Content (90 files)

[ DevCourseWeb.com ] Udemy - Neural Networks in Python from Scratch - Learning by Doing
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182 bytes

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01 - Introduction Interpolation & Machine learning/001 Overview of the course.mp4 -

45.95 MB

01 - Introduction Interpolation & Machine learning/001 Overview of the course_en.vtt -

3.41 KB

01 - Introduction Interpolation & Machine learning/002 0-Interpolation-template.ipynb -

12.02 KB

01 - Introduction Interpolation & Machine learning/002 1-Addition-template.ipynb -

10.88 KB

01 - Introduction Interpolation & Machine learning/002 2-Sign-template.ipynb -

15.78 KB

01 - Introduction Interpolation & Machine learning/002 3-Number-recognition-template.ipynb -

73.34 KB

01 - Introduction Interpolation & Machine learning/002 Addition-network.png -

92.45 KB

01 - Introduction Interpolation & Machine learning/002 Digit-network.png -

305.44 KB

01 - Introduction Interpolation & Machine learning/002 Sign-network.png -

246.79 KB

01 - Introduction Interpolation & Machine learning/002 Template files for this course.html -

713 bytes

01 - Introduction Interpolation & Machine learning/003 0-Interpolation-template.ipynb -

12.02 KB

01 - Introduction Interpolation & Machine learning/003 Interpolation (or regression) - The fundamental principle of machine learning.mp4 -

189.64 MB

01 - Introduction Interpolation & Machine learning/003 Interpolation (or regression) - The fundamental principle of machine learning_en.vtt -

31.17 KB

02 - Your first neural network Sum of two numbers/001 Let's get started!.html -

280 bytes

02 - Your first neural network Sum of two numbers/002 From interpolation to neural networks.mp4 -

46.87 MB

02 - Your first neural network Sum of two numbers/002 From interpolation to neural networks_en.vtt -

5.01 KB

02 - Your first neural network Sum of two numbers/003 What are neural networks.mp4 -

82.62 MB

02 - Your first neural network Sum of two numbers/003 What are neural networks_en.vtt -

8.66 KB

02 - Your first neural network Sum of two numbers/004 1-Addition-template.ipynb -

10.88 KB

02 - Your first neural network Sum of two numbers/004 Addition-network.png -

92.45 KB

02 - Your first neural network Sum of two numbers/004 [Project 1] Most simple neural network Sum of two numbers.mp4 -

29.21 MB

02 - Your first neural network Sum of two numbers/004 [Project 1] Most simple neural network Sum of two numbers_en.vtt -

3.47 KB

02 - Your first neural network Sum of two numbers/005 1-Addition-template.ipynb -

10.88 KB

02 - Your first neural network Sum of two numbers/005 Addition-network.png -

92.45 KB

02 - Your first neural network Sum of two numbers/005 Prepare the training and testing data.mp4 -

41.04 MB

02 - Your first neural network Sum of two numbers/005 Prepare the training and testing data_en.vtt -

7.79 KB

02 - Your first neural network Sum of two numbers/006 Initialize the weights & Calculate the output.mp4 -

42.73 MB

02 - Your first neural network Sum of two numbers/006 Initialize the weights & Calculate the output_en.vtt -

9.05 KB

02 - Your first neural network Sum of two numbers/007 Accuracy & Error functions.mp4 -

63.67 MB

02 - Your first neural network Sum of two numbers/007 Accuracy & Error functions_en.vtt -

12.42 KB

02 - Your first neural network Sum of two numbers/008 Gradient of the error function.mp4 -

39.24 MB

02 - Your first neural network Sum of two numbers/008 Gradient of the error function_en.vtt -

7.81 KB

02 - Your first neural network Sum of two numbers/009 Training the neural network via gradient descent.mp4 -

58.52 MB

02 - Your first neural network Sum of two numbers/009 Training the neural network via gradient descent_en.vtt -

11.83 KB

02 - Your first neural network Sum of two numbers/010 Using the trained network on the test data.mp4 -

47.89 MB

02 - Your first neural network Sum of two numbers/010 Using the trained network on the test data_en.vtt -

7.67 KB

03 - Modifying the problem Sign of the sum of two numbers/001 2-Sign-template.ipynb -

15.78 KB

03 - Modifying the problem Sign of the sum of two numbers/001 Sign-network.png -

246.79 KB

03 - Modifying the problem Sign of the sum of two numbers/001 [Project 2] Complete neural network Sign of the sum of two numbers.mp4 -

36.2 MB

03 - Modifying the problem Sign of the sum of two numbers/001 [Project 2] Complete neural network Sign of the sum of two numbers_en.vtt -

4.32 KB

03 - Modifying the problem Sign of the sum of two numbers/002 2-Sign-template.ipynb -

15.78 KB

03 - Modifying the problem Sign of the sum of two numbers/002 Modify input, output & weights.mp4 -

89.72 MB

03 - Modifying the problem Sign of the sum of two numbers/002 Modify input, output & weights_en.vtt -

15.44 KB

03 - Modifying the problem Sign of the sum of two numbers/002 Sign-network.png -

246.79 KB

03 - Modifying the problem Sign of the sum of two numbers/003 Add an activation function to the neural network.mp4 -

57.99 MB

03 - Modifying the problem Sign of the sum of two numbers/003 Add an activation function to the neural network_en.vtt -

10.78 KB

03 - Modifying the problem Sign of the sum of two numbers/004 Modify accuracy and error functions.mp4 -

46.88 MB

03 - Modifying the problem Sign of the sum of two numbers/004 Modify accuracy and error functions_en.vtt -

9.09 KB

03 - Modifying the problem Sign of the sum of two numbers/005 Modify gradient of the error function.mp4 -

60.49 MB

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