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Category: E-Book
Evolutionary Algorithms and Neural Networks: Theory and Applications

Evolutionary Algorithms and Neural Networks: Theory and Applications by Seyedali Mirjalili
English | PDF,EPUB | 2018 (2019 Edition) | 164 Pages | ISBN : 3319930249 | 12.28 MB
This book introduces readers to the fundamentals of artificial neural networks, with a special emphasis on evolutionary algorithms. At first, the book offers a literature review of several well-regarded evolutionary algorithms, including particle swarm and ant colony optimization, genetic algorithms and biogeography-based optimization. It then proposes evolutionary version of several types of neural networks such as feed forward neural networks, radial basis function networks, as well as recurrent neural networks and multi-later perceptron. Most of the challenges that have to be addressed when training artificial neural networks using evolutionary algorithms are discussed in detail. The book also demonstrates the application of the proposed algorithms for several purposes such as classification, clustering, approximation, and prediction problems. It provides a tutorial on how to design, adapt, and evaluate artificial neural networks as well, and includes source codes for most of the proposed techniques as supplementary materials.
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Category: Tutorial
Deep Learning & Tensorflow: Neural Networks & AI In Python
Deep Learning & Tensorflow: Neural Networks & AI In Python
MP4 | Video: AVC 1280x720 | Audio: AAC 44KHz 2ch | Duration: 6 Hours | Lec: 33 | 740 MB
Genre: eLearning | Language: English

Deep Learning Tensorflow: Artificial & Convolutional Neural Networks, Artificial Intelligence Machine Learning In Python

What if you could change that?

For less than a movie ticket, you will get over 4 hours of video lectures and the freedom to ask me any questions regarding the course as you go through it. :)

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Category: Tutorial
Getting Started with Neural Nets in R
Getting Started with Neural Nets in R
MP4 | Video: AVC 1280x720 | Audio: AAC 44KHz 2ch | Duration: 2.5 Hours | 422 MB
Genre: eLearning | Language: English

Neural networks are one of the most fascinating machine learning models for solving complex computational problems efficiently. Neural networks are used to solve a wide range of problems in different areas of AI and machine learning.

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Category: Tutorial
Practical Convolutional Neural Networks
Practical Convolutional Neural Networks
MP4 | Video: AVC 1280x720 | Audio: AAC 44KHz 2ch | Duration: 2 Hours | 478 MB
Genre: eLearning | Language: English


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Category: Tutorial
Deep Learning Architecture for Building Artificial Neural Networks
Deep Learning Architecture for Building Artificial Neural Networks
MP4 | Video: AVC 1280x720 | Audio: AAC 44KHz 2ch | Duration: 1 Hour 42M | 385 MB
Genre: eLearning | Language: English

The course starts off with an introduction to Deep Learning and the different tools, hardware, and software before we begin to understand the different training models. We then get to what everyone is talking about: Neural Networks.

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Category: Tutorial
Deep Learning and Neural Networks in PyTorch for Beginners
Deep Learning and Neural Networks in PyTorch for Beginners
.MP4, AVC, 200 kbps, 1920x1080 | English, AAC, 128 kbps, 2 Ch | 2 hrs 8 mins | 372 MB
Instructor: Daniel We


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Category: Tutorial
Packt Pub - Create Your Own Sophisticated Model with Neural Networks
Packt Pub - Create Your Own Sophisticated Model with Neural Networks
MP4 | Video: h264, 1920x1080 | Audio: AAC, 44.1 KHz, Stereo | Duration: 1h 24m | 330 MB
Genre: eLearning | Language: English


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Category: E-Book

Innovations in Neural Information Paradigms and Applications

Innovations in Neural Information Paradigms and Applications By Monica Bianchini
English | PDF | 2009 | 297 Pages | ISBN : 3642040020 | 5.58 MB
This research book presents some of the most recent advances in neural information processing models including both theoretical concepts and practical applications.

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Category: Tutorial
Neural Networks and Convolutional Neural Networks Essential Training
Neural Networks and Convolutional Neural Networks Essential Training
MP4 | Video: AVC 1280x720 | Audio: AAC 44KHz 2ch | Duration: 1 Hour 19M | 225 MB
Genre: eLearning | Language: English


Take a deep dive into neural networks and convolutional neural networks, two key concepts in the area of machine learning. In this hands-on course, instructor Jonathan Fernandes covers fundamental neural and convolutional neural network concepts. Jonathan begins by providing an introduction to the components of neural networks, discussing activation functions and backpropagation. He then looks at convolutional neural networks, explaining why they're particularly good at image recognition tasks. He also steps through how to build a neural network model using Keras. Plus, learn about VGG16, the history of the ImageNet challenge, and more.
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Category: Tutorial
Artificial Intelligence Foundations Neural Networks

Artificial Intelligence Foundations: Neural Networks
MP4 | Video: AVC 1280x720 | Audio: AAC 44KHz 2ch | Duration: 1 Hour 16M | 458 MB
Genre: eLearning | Language: English

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