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

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

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种子哈希：eb6a41b30ed23bcc83789ffaf14aa2bc945e32b5
文件大小： 1.37G
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收录时间：2024-02-03
最近下载：2025-06-23

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文件列表

  • ~Get Your Files Here !/01 - Introduction Interpolation & Machine learning/003 Interpolation (or regression) - The fundamental principle of machine learning.mp4 198.8 MB
  • ~Get Your Files Here !/03 - Modifying the problem Sign of the sum of two numbers/002 Modify input, output & weights.mp4 94.1 MB
  • ~Get Your Files Here !/02 - Your first neural network Sum of two numbers/003 What are neural networks.mp4 86.6 MB
  • ~Get Your Files Here !/04 - Same code, different problem Image recognition/002 Apply our neural network to the new problem Number recognition.mp4 75.5 MB
  • ~Get Your Files Here !/04 - Same code, different problem Image recognition/003 Improve the gradient function.mp4 68.5 MB
  • ~Get Your Files Here !/02 - Your first neural network Sum of two numbers/007 Accuracy & Error functions.mp4 66.8 MB
  • ~Get Your Files Here !/04 - Same code, different problem Image recognition/004 Analysis of the trained neural network.mp4 64.5 MB
  • ~Get Your Files Here !/03 - Modifying the problem Sign of the sum of two numbers/005 Modify gradient of the error function.mp4 63.4 MB
  • ~Get Your Files Here !/02 - Your first neural network Sum of two numbers/009 Training the neural network via gradient descent.mp4 61.4 MB
  • ~Get Your Files Here !/03 - Modifying the problem Sign of the sum of two numbers/003 Add an activation function to the neural network.mp4 60.8 MB
  • ~Get Your Files Here !/03 - Modifying the problem Sign of the sum of two numbers/006 Training & Testing the modified neural network.mp4 60.4 MB
  • ~Get Your Files Here !/02 - Your first neural network Sum of two numbers/010 Using the trained network on the test data.mp4 50.2 MB
  • ~Get Your Files Here !/03 - Modifying the problem Sign of the sum of two numbers/004 Modify accuracy and error functions.mp4 49.2 MB
  • ~Get Your Files Here !/02 - Your first neural network Sum of two numbers/002 From interpolation to neural networks.mp4 49.2 MB
  • ~Get Your Files Here !/01 - Introduction Interpolation & Machine learning/001 Overview of the course.mp4 48.2 MB
  • ~Get Your Files Here !/06 - [Resources]/001 [Installation] Python and Jupyter Notebook via Anaconda.mp4 44.8 MB
  • ~Get Your Files Here !/02 - Your first neural network Sum of two numbers/006 Initialize the weights & Calculate the output.mp4 44.8 MB
  • ~Get Your Files Here !/02 - Your first neural network Sum of two numbers/005 Prepare the training and testing data.mp4 43.0 MB
  • ~Get Your Files Here !/02 - Your first neural network Sum of two numbers/008 Gradient of the error function.mp4 41.1 MB
  • ~Get Your Files Here !/05 - Outlook & Goodbye/002 Outlook Pretrained neural networks & Machine learning in Wolfram Mathematica.mp4 38.1 MB
  • ~Get Your Files Here !/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 38.0 MB
  • ~Get Your Files Here !/05 - Outlook & Goodbye/001 How to improve the network.mp4 34.2 MB
  • ~Get Your Files Here !/02 - Your first neural network Sum of two numbers/004 [Project 1] Most simple neural network Sum of two numbers.mp4 30.6 MB
  • ~Get Your Files Here !/04 - Same code, different problem Image recognition/001 [Project 3] Same neural network Applied to recognize hand-written digits.mp4 28.9 MB
  • ~Get Your Files Here !/05 - Outlook & Goodbye/003 Goodbye!.mp4 25.2 MB
  • ~Get Your Files Here !/06 - [Resources]/003 3-Number-recognition.ipynb 370.1 kB
  • ~Get Your Files Here !/01 - Introduction Interpolation & Machine learning/002 Digit-network.png 312.8 kB
  • ~Get Your Files Here !/04 - Same code, different problem Image recognition/001 Digit-network.png 312.8 kB
  • ~Get Your Files Here !/04 - Same code, different problem Image recognition/002 Digit-network.png 312.8 kB
  • ~Get Your Files Here !/06 - [Resources]/002 Digit-network.png 312.8 kB
  • ~Get Your Files Here !/06 - [Resources]/003 Digit-network.png 312.8 kB
  • ~Get Your Files Here !/01 - Introduction Interpolation & Machine learning/002 Sign-network.png 252.7 kB
  • ~Get Your Files Here !/03 - Modifying the problem Sign of the sum of two numbers/001 Sign-network.png 252.7 kB
  • ~Get Your Files Here !/03 - Modifying the problem Sign of the sum of two numbers/002 Sign-network.png 252.7 kB
  • ~Get Your Files Here !/06 - [Resources]/002 Sign-network.png 252.7 kB
  • ~Get Your Files Here !/06 - [Resources]/003 Sign-network.png 252.7 kB
  • ~Get Your Files Here !/06 - [Resources]/003 2-Sign.ipynb 140.0 kB
  • ~Get Your Files Here !/01 - Introduction Interpolation & Machine learning/002 Addition-network.png 94.7 kB
  • ~Get Your Files Here !/02 - Your first neural network Sum of two numbers/004 Addition-network.png 94.7 kB
  • ~Get Your Files Here !/02 - Your first neural network Sum of two numbers/005 Addition-network.png 94.7 kB
  • ~Get Your Files Here !/06 - [Resources]/002 Addition-network.png 94.7 kB
  • ~Get Your Files Here !/06 - [Resources]/003 Addition-network.png 94.7 kB
  • ~Get Your Files Here !/01 - Introduction Interpolation & Machine learning/002 3-Number-recognition-template.ipynb 75.1 kB
  • ~Get Your Files Here !/04 - Same code, different problem Image recognition/001 3-Number-recognition-template.ipynb 75.1 kB
  • ~Get Your Files Here !/04 - Same code, different problem Image recognition/002 3-Number-recognition-template.ipynb 75.1 kB
  • ~Get Your Files Here !/06 - [Resources]/002 3-Number-recognition-template.ipynb 75.1 kB
  • ~Get Your Files Here !/06 - [Resources]/003 0-Interpolation.ipynb 38.5 kB
  • ~Get Your Files Here !/01 - Introduction Interpolation & Machine learning/003 Interpolation (or regression) - The fundamental principle of machine learning_en.vtt 31.9 kB
  • ~Get Your Files Here !/01 - Introduction Interpolation & Machine learning/002 2-Sign-template.ipynb 16.2 kB
  • ~Get Your Files Here !/03 - Modifying the problem Sign of the sum of two numbers/001 2-Sign-template.ipynb 16.2 kB
  • ~Get Your Files Here !/03 - Modifying the problem Sign of the sum of two numbers/002 2-Sign-template.ipynb 16.2 kB
  • ~Get Your Files Here !/06 - [Resources]/002 2-Sign-template.ipynb 16.2 kB
  • ~Get Your Files Here !/03 - Modifying the problem Sign of the sum of two numbers/002 Modify input, output & weights_en.vtt 15.8 kB
  • ~Get Your Files Here !/02 - Your first neural network Sum of two numbers/007 Accuracy & Error functions_en.vtt 12.7 kB
  • ~Get Your Files Here !/04 - Same code, different problem Image recognition/002 Apply our neural network to the new problem Number recognition_en.vtt 12.6 kB
  • ~Get Your Files Here !/01 - Introduction Interpolation & Machine learning/002 0-Interpolation-template.ipynb 12.3 kB
  • ~Get Your Files Here !/01 - Introduction Interpolation & Machine learning/003 0-Interpolation-template.ipynb 12.3 kB
  • ~Get Your Files Here !/06 - [Resources]/002 0-Interpolation-template.ipynb 12.3 kB
  • ~Get Your Files Here !/02 - Your first neural network Sum of two numbers/009 Training the neural network via gradient descent_en.vtt 12.1 kB
  • ~Get Your Files Here !/04 - Same code, different problem Image recognition/004 Analysis of the trained neural network_en.vtt 11.7 kB
  • ~Get Your Files Here !/03 - Modifying the problem Sign of the sum of two numbers/005 Modify gradient of the error function_en.vtt 11.2 kB
  • ~Get Your Files Here !/01 - Introduction Interpolation & Machine learning/002 1-Addition-template.ipynb 11.1 kB
  • ~Get Your Files Here !/02 - Your first neural network Sum of two numbers/004 1-Addition-template.ipynb 11.1 kB
  • ~Get Your Files Here !/02 - Your first neural network Sum of two numbers/005 1-Addition-template.ipynb 11.1 kB
  • ~Get Your Files Here !/06 - [Resources]/002 1-Addition-template.ipynb 11.1 kB
  • ~Get Your Files Here !/06 - [Resources]/003 1-Addition-template.ipynb 11.1 kB
  • ~Get Your Files Here !/03 - Modifying the problem Sign of the sum of two numbers/003 Add an activation function to the neural network_en.vtt 11.0 kB
  • ~Get Your Files Here !/06 - [Resources]/001 [Installation] Python and Jupyter Notebook via Anaconda_en.vtt 10.3 kB
  • ~Get Your Files Here !/04 - Same code, different problem Image recognition/003 Improve the gradient function_en.vtt 10.1 kB
  • ~Get Your Files Here !/05 - Outlook & Goodbye/002 Outlook Pretrained neural networks & Machine learning in Wolfram Mathematica_en.vtt 9.8 kB
  • ~Get Your Files Here !/03 - Modifying the problem Sign of the sum of two numbers/006 Training & Testing the modified neural network_en.vtt 9.5 kB
  • ~Get Your Files Here !/03 - Modifying the problem Sign of the sum of two numbers/004 Modify accuracy and error functions_en.vtt 9.3 kB
  • ~Get Your Files Here !/02 - Your first neural network Sum of two numbers/006 Initialize the weights & Calculate the output_en.vtt 9.3 kB
  • ~Get Your Files Here !/02 - Your first neural network Sum of two numbers/003 What are neural networks_en.vtt 8.9 kB
  • ~Get Your Files Here !/02 - Your first neural network Sum of two numbers/008 Gradient of the error function_en.vtt 8.0 kB
  • ~Get Your Files Here !/02 - Your first neural network Sum of two numbers/005 Prepare the training and testing data_en.vtt 8.0 kB
  • ~Get Your Files Here !/02 - Your first neural network Sum of two numbers/010 Using the trained network on the test data_en.vtt 7.9 kB
  • ~Get Your Files Here !/05 - Outlook & Goodbye/001 How to improve the network_en.vtt 7.0 kB
  • ~Get Your Files Here !/02 - Your first neural network Sum of two numbers/002 From interpolation to neural networks_en.vtt 5.1 kB
  • ~Get Your Files Here !/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 4.4 kB
  • ~Get Your Files Here !/02 - Your first neural network Sum of two numbers/004 [Project 1] Most simple neural network Sum of two numbers_en.vtt 3.6 kB
  • ~Get Your Files Here !/01 - Introduction Interpolation & Machine learning/001 Overview of the course_en.vtt 3.5 kB
  • ~Get Your Files Here !/04 - Same code, different problem Image recognition/001 [Project 3] Same neural network Applied to recognize hand-written digits_en.vtt 3.4 kB
  • ~Get Your Files Here !/05 - Outlook & Goodbye/003 Goodbye!_en.vtt 1.6 kB
  • ~Get Your Files Here !/01 - Introduction Interpolation & Machine learning/002 Template files for this course.html 713 Bytes
  • ~Get Your Files Here !/Bonus Resources.txt 386 Bytes
  • ~Get Your Files Here !/02 - Your first neural network Sum of two numbers/001 Let's get started!.html 280 Bytes
  • ~Get Your Files Here !/06 - [Resources]/003 Finalized jupyter notebooks.html 244 Bytes
  • Get Bonus Downloads Here.url 182 Bytes
  • ~Get Your Files Here !/06 - [Resources]/002 Template files.html 58 Bytes

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