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Free Course Download100% Free Direct MP4 LinksUdemySoftware Engineering & Algorithms2022-6 Edition

Download Neural Networks in Python from Scratch: Learning by Doing Course for Free

Download the complete Neural Networks in Python from Scratch: Learning by Doing video course for free with high-definition MP4 video lectures, project exercise archives, and step-by-step masterclasses. Learn offline at your own pace with zero paywalls or recurring subscriptions.

25Lectures
10.6Total Hours
1402MB Total Size
MP4 / 1080p HD
Instructor: Senior Industry Specialist
English
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Udemy – Neural Networks in Python from Scratch Learning by Doing 2022-6_Materials.zip

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All Video Lectures Available to Download25 Videos

Direct high-speed MP4 downloads for every chapter.

Overview of the course

MP4 HD21m45.95 MB
Stream

Interpolation (or regression) - The fundamental principle of machine learning

MP4 HD1h 26m189.64 MB
Stream

From interpolation to neural networks

MP4 HD21m46.87 MB
Stream

[Project 1] Most simple neural network Sum of two numbers

MP4 HD13m29.21 MB
Stream

What are neural networks

MP4 HD38m82.62 MB
Stream

Prepare the training and testing data

MP4 HD19m41.04 MB
Stream

Initialize the weights & Calculate the output

MP4 HD19m42.73 MB
Stream

Accuracy & Error functions

MP4 HD29m63.67 MB
Stream

Gradient of the error function

MP4 HD18m39.24 MB
Stream

Using the trained network on the test data

MP4 HD22m47.89 MB
Stream

Training the neural network via gradient descent

MP4 HD27m58.52 MB
Stream

[Project 2] Complete neural network Sign of the sum of two numbers

MP4 HD16m36.20 MB
Stream

Modify input, output & weights

MP4 HD41m89.72 MB
Stream

Add an activation function to the neural network

MP4 HD26m57.99 MB
Stream

Modify accuracy and error functions

MP4 HD21m46.88 MB
Stream

Modify gradient of the error function

MP4 HD27m60.49 MB
Stream

Training & Testing the modified neural network

MP4 HD26m57.56 MB
Stream

[Project 3] Same neural network Applied to recognize hand-written digits

MP4 HD13m27.60 MB
Stream

Apply our neural network to the new problem Number recognition

MP4 HD33m72.02 MB
Stream

Improve the gradient function

MP4 HD30m65.36 MB
Stream

Analysis of the trained neural network

MP4 HD28m61.51 MB
Stream

How to improve the network

MP4 HD15m32.66 MB
Stream

Outlook Pretrained neural networks & Machine learning in Wolfram Mathematica

MP4 HD17m36.32 MB
Stream

Goodbye!

MP4 HD11m24.05 MB
Stream
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What You'll Master in this Free Download Course

Understand input layer, output layer, weight, error function, precision, training and testing
Neural network concepts and principles
How to improve the network
And …

About this Free Download Course

Neural Networks in Python from Scratch: Learning by Doing is a training course on building a neural network with Python, published by Udemy Online Academy. Neural networks in Python include the creation, training and deployment of artificial neural networks using the Python programming language. Python, with its rich ecosystem of libraries and frameworks, has become the go-to language for developing neural networks and other machine learning models. Inspired by the structure of the human brain, neural networks are computational models that are particularly powerful for pattern recognition, classification, regression, and other complex data-driven tasks. With powerful frameworks such as TensorFlow, Keras, and PyTorch, Python provides an accessible and efficient platform for building, training, and deploying neural networks.Whether you’re working on image recognition, natural language processing, time series analysis, or any other data-driven task, neural networks in Python provide the tools and flexibility to achieve high-performance solutions. they give. In this training course, you will get to know the concepts and principles of neural network by working on different types of projects and you will be able to build it in Python. In this training course, you will learn about topics such as neural network architecture, accuracy and error performance, feed forward and back propagation, activation function, how to improve the network and more. This training course is recommended to all people who are interested in neural network and want to learn it using Python.

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Are project materials, exercise files, and source code included?+

Yes! If this course includes downloadable source code, exercise assets, or templates, they are available in the "Course Exercise Files & Project Archives" section as standard ZIP files for free download.

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Free Download Summary

Price:100% Free
Total Lectures:25 videos
Total Duration:10.6 hours
Video Format:MP4 (1080p HD)
Exercise Archives:1 ZIP files
Registration:None (Instant Access)
Offline Playback:Supported
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Instructor

S

Senior Industry Specialist

Specialist in Software Engineering & Algorithms. Real-world engineering curriculum and hands-on masterclasses.

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