Download Udemy - Neural Networks in Python from Scratch - Learning by Doing Torrent

Torrent Contents Size: 1.4 GB

Udemy - Neural Networks in Python from Scratch - Learning by Doing

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001 2-Sign-template.ipynb	IPYNB	15.8 KB
001 3-Number-recognition-template.ipynb	IPYNB	73.3 KB
001 Digit-network.png	PNG	305.4 KB
001 How to improve the network.mp4	MP4	32.7 MB
001 How to improve the network_en.vtt	VTT	6.8 KB
001 Let's get started!.html	HTML	307.2 B
001 Overview of the course.mp4	MP4	45.9 MB
001 Overview of the course_en.vtt	VTT	3.4 KB
001 Sign-network.png	PNG	246.8 KB
001 [Installation] Python and Jupyter Notebook via Anaconda.mp4	MP4	42.7 MB
001 [Installation] Python and Jupyter Notebook via Anaconda_en.vtt	VTT	10 KB
001 [Project 2] Complete neural network Sign of the sum of two numbers.mp4	MP4	36.2 MB
001 [Project 2] Complete neural network Sign of the sum of two numbers_en.vtt	VTT	4.3 KB
001 [Project 3] Same neural network Applied to recognize hand-written digits.mp4	MP4	27.6 MB
001 [Project 3] Same neural network Applied to recognize hand-written digits_en.vtt	VTT	3.3 KB
002 0-Interpolation-template.ipynb	IPYNB	12 KB
002 1-Addition-template.ipynb	IPYNB	10.9 KB
002 2-Sign-template.ipynb	IPYNB	15.8 KB
002 3-Number-recognition-template.ipynb	IPYNB	73.3 KB
002 Addition-network.png	PNG	92.5 KB
002 Apply our neural network to the new problem Number recognition.mp4	MP4	72 MB
002 Apply our neural network to the new problem Number recognition_en.vtt	VTT	12.3 KB
002 Digit-network.png	PNG	305.4 KB
002 From interpolation to neural networks.mp4	MP4	46.9 MB
002 From interpolation to neural networks_en.vtt	VTT	5 KB
002 Modify input, output & weights.mp4	MP4	89.7 MB
002 Modify input, output & weights_en.vtt	VTT	15.4 KB
002 Outlook Pretrained neural networks & Machine learning in Wolfram Mathematica.mp4	MP4	36.3 MB
002 Outlook Pretrained neural networks & Machine learning in Wolfram Mathematica_en.vtt	VTT	9.6 KB
002 Sign-network.png	PNG	246.8 KB
002 Template files for this course.html	HTML	716.8 B
002 Template files.html	HTML	102.4 B
003 0-Interpolation-template.ipynb	IPYNB	12 KB
003 0-Interpolation.ipynb	IPYNB	37.6 KB
003 1-Addition-template.ipynb	IPYNB	10.9 KB
003 2-Sign.ipynb	IPYNB	136.7 KB
003 3-Number-recognition.ipynb	IPYNB	361.4 KB
003 Add an activation function to the neural network.mp4	MP4	58 MB
003 Add an activation function to the neural network_en.vtt	VTT	10.8 KB
003 Addition-network.png	PNG	92.5 KB
003 Digit-network.png	PNG	305.4 KB
003 Finalized jupyter notebooks.html	HTML	204.8 B
003 Goodbye!.mp4	MP4	24.1 MB
003 Goodbye!_en.vtt	VTT	1.6 KB
003 Improve the gradient function.mp4	MP4	65.4 MB
003 Improve the gradient function_en.vtt	VTT	9.8 KB
003 Interpolation (or regression) - The fundamental principle of machine learning.mp4	MP4	189.6 MB
003 Interpolation (or regression) - The fundamental principle of machine learning_en.vtt	VTT	31.2 KB
003 Sign-network.png	PNG	246.8 KB
003 What are neural networks.mp4	MP4	82.6 MB
003 What are neural networks_en.vtt	VTT	8.7 KB
004 1-Addition-template.ipynb	IPYNB	10.9 KB
004 Addition-network.png	PNG	92.5 KB
004 Analysis of the trained neural network.mp4	MP4	61.5 MB
004 Analysis of the trained neural network_en.vtt	VTT	11.4 KB
004 Modify accuracy and error functions.mp4	MP4	46.9 MB
004 Modify accuracy and error functions_en.vtt	VTT	9.1 KB
004 [Project 1] Most simple neural network Sum of two numbers.mp4	MP4	29.2 MB
004 [Project 1] Most simple neural network Sum of two numbers_en.vtt	VTT	3.5 KB
005 1-Addition-template.ipynb	IPYNB	10.9 KB
005 Addition-network.png	PNG	92.5 KB
005 Modify gradient of the error function.mp4	MP4	60.5 MB
005 Modify gradient of the error function_en.vtt	VTT	10.9 KB
005 Prepare the training and testing data.mp4	MP4	41 MB
005 Prepare the training and testing data_en.vtt	VTT	7.8 KB
006 Initialize the weights & Calculate the output.mp4	MP4	42.7 MB
006 Initialize the weights & Calculate the output_en.vtt	VTT	9 KB
006 Training & Testing the modified neural network.mp4	MP4	57.6 MB
006 Training & Testing the modified neural network_en.vtt	VTT	9.3 KB
007 Accuracy & Error functions.mp4	MP4	63.7 MB
007 Accuracy & Error functions_en.vtt	VTT	12.4 KB
008 Gradient of the error function.mp4	MP4	39.2 MB
008 Gradient of the error function_en.vtt	VTT	7.8 KB
009 Training the neural network via gradient descent.mp4	MP4	58.5 MB
009 Training the neural network via gradient descent_en.vtt	VTT	11.8 KB
010 Using the trained network on the test data.mp4	MP4	47.9 MB
010 Using the trained network on the test data_en.vtt	VTT	7.7 KB
Bonus Resources.txt	TXT	409.6 B
Get Bonus Downloads Here.url	URL	204.8 B

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Udemy - Neural Networks in Python from Scratch - Learning by Doing

Torrent Contents Size: 1.4 GB

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