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TensorFlow for Neural Network Solutions

TensorFlow for Neural Network Solutions
MP4 | Video: AVC 1280x720 | Audio: AAC 44KHz 2ch | Duration: 1.5 Hours | 346 MB
Genre: eLearning | Language: English

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Category: Tutorial

Language Modeling with Recurrent Neural Networks in TensorFlow

Language Modeling with Recurrent Neural Networks in TensorFlow
MP4 | Video: AVC 1280x720 | Audio: AAC 44KHz 2ch | Duration: 2.5 Hours | 310 MB
Genre: eLearning | Language: English

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Category: Tutorial
Create Your Own Sophisticated Model with Neural Networks

Create Your Own Sophisticated Model with Neural Networks
MP4 | Video: AVC 1280x720 | Audio: AAC 44KHz 2ch | Duration: 1.5 Hours | 340 MB
Genre: eLearning | Language: English
Scikit-learn has evolved as a robust library for Machine Learning applications in Python with support for a wide range of Supervised and Unsupervised Learning Algorithms.

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Category: E-Book

Advances in Neural Networks - ISNN 2017

Advances in Neural Networks - ISNN 2017: 14th International Symposium, ISNN 2017, Sapporo, Hakodate, and Muroran, Hokkaido, Japan, June 21-26, 2017, Proceedings, Part I By Fengyu Cong, Andrew Leung Qinglai Wei
English | PDF | 2017 | 601 Pages | ISBN : 3319590715 | 41.85 MB
This book constitutes the refereed proceedings of the 14th International Symposium on Neural Networks, ISNN 2017, held in Sapporo, Hakodate, and Muroran, Hokkaido, Japan, in June 2017.

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Category: E-Book

Make Your Own Neural Network
Make Your Own Neural Network by Tariq Rashid
English | 31 Mar. 2016 | ISBN: 1530826608 | 222 Pages | PDF | 7.81 MB

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Category: Tutorial
Advanced Neural Networks with Tensorflow
Advanced Neural Networks with Tensorflow
MP4 | Video: AVC 1280x720 | Audio: AAC 44KHz 2ch | Duration: 3.5 Hours | 534 MB
Genre: eLearning | Language: English

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Category: Tutorial
Building Neural Networks with CNTK Using a Data Science Virtual Machine

Building Neural Networks with CNTK Using a Data Science Virtual Machine
MP4 | Video: AVC 1920x1080 | Audio: AAC 48KHz 2ch | Duration: 1 Hour | 511 MB
Genre: eLearning | Language: English

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Category: Tutorial
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CS231n: Convolutional Neural Networks (Deep Learning)
English | Size: 4.75 GB
Category: tUTORIAL

Computer Vision has become ubiquitous in our society, with applications in search, image understanding, apps, mapping, medicine, drones, and self-driving cars. Core to many of these applications are visual recognition tasks such as image classification, localization and detection. Recent developments in neural network (aka “deep learning”) approaches have greatly advanced the performance of these state-of-the-art visual recognition systems. This course is a deep dive into details of the deep learning architectures with a focus on learning end-to-end models for these tasks, particularly image classification. During the 10-week course, students will learn to implement, train and debug their own neural networks and gain a detailed understanding of cutting-edge research in computer vision. The final assignment will involve training a multi-million parameter convolutional neural network and applying it on the largest image classification dataset (ImageNet). We will focus on teaching how to set up the problem of image recognition, the learning algorithms (e.g. backpropagation), practical engineering tricks for training and fine-tuning the networks and guide the students through hands-on assignments and a final course project. Much of the background and materials of this course will be drawn from the ImageNet Challenge.
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Category: Tutorial
Building Neural Networks with CNTK Using Apache Spark and Azure HDInsight

Building Neural Networks with CNTK Using Apache Spark and Azure HDInsight
.MP4, AVC, 461 kbps, 1920x1080 | English, AAC, 235 kbps, 2 Ch | 41 mins | 210 MB
Instructor: Mark Tabladillo

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Category: Tutorial
Artificial Intelligence with Python - Deep Neural Networks

Artificial Intelligence with Python - Deep Neural Networks
MP4 | Video: AVC 1280x720 | Audio: AAC 44KHz 2ch | Duration: 1 Hour 19M | 338 MB
Genre: eLearning | Language: English

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