Udemy - Python Neural Networks From Scratch. Build Them Step By Step

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Udemy - Python neural networks from scratch. Build them step by stepUdemy - Python neural networks from scratch. Build them step by step

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Udemy - Python neural networks from scratch. Build them step by step.torrent
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INFOHASH
871c386365706ca346c3dd367a667491a05be62e
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807 MB in 43 files
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Uploaded on 21-02-2022 by our crawler pet called "Spidey".
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Description

[ DevCourseWeb.com ] Python neural networks from scratch. Build them step by step



If You Need More Stuff, kindly Visit and Support Us -->> https://DevCourseWeb.com







MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch

Genre: eLearning | Language: English + srt | Duration: 20 lectures (3h 10m) | Size: 594.1 MB



Understand linear regression, gradient descent and many more by building neural networks without libraries or frameworks



What you'll learn

Understand the ideas behind neural networks.

Learn how to use plain Python to create neural networks.

Learn concepts like feed forward, backward propagation, gradient descent, regression step by step.

Understand how Softmax, ReLU and Sigmoid allow you to approximate complex non-linear prediction functions.

Realise that neural networks are not magic and can be implemented without using libraries, in any language you desire.



Requirements

You have an interest in neural networks.

You have some programming experience in Python or another language.

There will be no exercises in this course. Feel free to write along with the code examples.



If You Need More Stuff, kindly Visit and Support Us -->> https://CourseWikia.com



Get More Tutorials and Support Us -->> https://FreeCourseWeb.com



We upload these learning materials for the people from all over the world, who have the talent and motivation to sharpen their skills/ knowledge but do not have the financial support to afford the materials. If you like this content and if you are truly in a position that you can actually buy the materials, then Please, we repeat, Please, Support Authors. They Deserve it! Because always remember, without "Them", you and we won't be here having this conversation. Think about it! Peace...



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Files in this torrent

FILENAMESIZE
~Get Your Files Here !/01 - Course Introduction/001 What can you expect from this course.mp418.7 MB
~Get Your Files Here !/01 - Course Introduction/001 What can you expect from this course_en.srt9.6 KB
~Get Your Files Here !/01 - Course Introduction/002 Who are you and what do you need.mp47.8 MB
~Get Your Files Here !/01 - Course Introduction/002 Who are you and what do you need_en.srt4.1 KB
~Get Your Files Here !/02 - Neural Network Introduction/001 What is a neural network.mp410.2 MB
~Get Your Files Here !/02 - Neural Network Introduction/001 What is a neural network_en.srt4.4 KB
~Get Your Files Here !/03 - Linear Regression/001 Linear Regression.mp448.1 MB
~Get Your Files Here !/03 - Linear Regression/001 Linear Regression_en.srt14 KB
~Get Your Files Here !/03 - Linear Regression/002 Cost functions.mp452 MB
~Get Your Files Here !/03 - Linear Regression/002 Cost functions_en.srt15.1 KB
~Get Your Files Here !/03 - Linear Regression/003 Bias.mp454.3 MB
~Get Your Files Here !/03 - Linear Regression/003 Bias_en.srt8.9 KB
~Get Your Files Here !/04 - Real Data/001 Real Data.mp434.9 MB
~Get Your Files Here !/04 - Real Data/001 Real Data_en.srt6 KB
~Get Your Files Here !/04 - Real Data/002 Second Input.mp463.5 MB
~Get Your Files Here !/04 - Real Data/002 Second Input_en.srt10 KB
~Get Your Files Here !/04 - Real Data/003 Normalise Data.mp429.2 MB
~Get Your Files Here !/04 - Real Data/003 Normalise Data_en.srt5.5 KB
~Get Your Files Here !/04 - Real Data/external-assets-links.txt472 B
~Get Your Files Here !/05 - Classification/001 Gradient Descent.mp447.9 MB
~Get Your Files Here !/05 - Classification/001 Gradient Descent_en.srt11.3 KB
~Get Your Files Here !/05 - Classification/002 Classification Introduction.mp410.2 MB
~Get Your Files Here !/05 - Classification/002 Classification Introduction_en.srt5.7 KB
~Get Your Files Here !/05 - Classification/003 Activation.mp459.1 MB
~Get Your Files Here !/05 - Classification/003 Activation_en.srt9.5 KB
~Get Your Files Here !/06 - Multiclass Classification/001 Softmax.mp495.7 MB
~Get Your Files Here !/06 - Multiclass Classification/001 Softmax_en.srt21.4 KB
~Get Your Files Here !/06 - Multiclass Classification/002 Non Linear Data.mp427.2 MB
~Get Your Files Here !/06 - Multiclass Classification/002 Non Linear Data_en.srt3.7 KB
~Get Your Files Here !/06 - Multiclass Classification/external-assets-links.txt446 B
~Get Your Files Here !/07 - Hidden Layers, Random Weights/001 Adding Hidden Layers.mp4135.3 MB
~Get Your Files Here !/07 - Hidden Layers, Random Weights/001 Adding Hidden Layers_en.srt17.6 KB
~Get Your Files Here !/07 - Hidden Layers, Random Weights/002 Recap.mp410.3 MB
~Get Your Files Here !/07 - Hidden Layers, Random Weights/002 Recap_en.srt3.2 KB
~Get Your Files Here !/07 - Hidden Layers, Random Weights/003 Random Weights.mp439.3 MB
~Get Your Files Here !/07 - Hidden Layers, Random Weights/003 Random Weights_en.srt5.5 KB
~Get Your Files Here !/08 - Handwritten Digits Recognition/001 Mini Batch Gradient Descent.mp452.6 MB
~Get Your Files Here !/08 - Handwritten Digits Recognition/001 Mini Batch Gradient Descent_en.srt8.2 KB
~Get Your Files Here !/08 - Handwritten Digits Recognition/002 Recognizing Handwritten Digits.html0 B
~Get Your Files Here !/08 - Handwritten Digits Recognition/003 Conclusion.mp410.5 MB
~Get Your Files Here !/08 - Handwritten Digits Recognition/003 Conclusion_en.srt3 KB
~Get Your Files Here !/08 - Handwritten Digits Recognition/external-assets-links.txt105 B
~Get Your Files Here !/Bonus Resources.txt386 B

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