Cloud Academy – Getting Started With Deep Learning Recurrent Neural Networks

Cloud Academy – Getting Started With Deep Learning Recurrent Neural Networks-STM
English | Size: 638.38 MB
Category: Tutorial

From the internals of a neural net to solving problems with neural networks to understanding how they work internally, this course expertly covers the essentials needed to succeed in machine learning. [Read more…]

Cloud Academy – Getting Started With Deep Learning Convolutional Neural Networks

Cloud Academy – Getting Started With Deep Learning Convolutional Neural Networks-STM
English | Size: 1.17 GB
Category: Tutorial

In this course, discover convolutions and the convolutional neural networks involved in Data and Machine Learning Introducing the concept of tensor, which is essential for everything that follows Learn to apply the right kind of data such as images Images store their information in pixels, but you will discover that it is not the value of each pixel that matters [Read more…]

PluralSight – Build, Train, and Deploy Your First Neural Network with TensorFlow

PluralSight – Build, Train, and Deploy Your First Neural Network with TensorFlow-JGTiSO
English | Size: 363.07 MB
Category: Tutorial

In this course, you will learn the basic principles of machine learning and neural networks so you can quickly create, train, and deploy a neural network with TensorFlow. [Read more…]

Cloud Academy – Building Convolutional Neural Networks on Google Cloud

Cloud Academy – Building Convolutional Neural Networks on Google Cloud-STM
English | Size: 682.35 MB
Category: Tutorial

Once you know how to build and train neural networks using TensorFlow and Google Cloud Machine Learning Engine, what s next? Before long, you ll discover that prebuilt estimators and default configurations will only get you so far. To optimize your models, you may need to create your own estimators, try different techniques to reduce overfitting and use custom clusters to train your models [Read more…]

Packt – PyTorch Bootcamp for Artificial Neural Networks and Deep Learning Applications

Packt – PyTorch Bootcamp for Artificial Neural Networks and Deep Learning Applications-XQZT
English | Size: 5.31 GB
Category: Tutorial

Hands-on PyTorch boot camp for Artificial Intelligence applications with artificial neural networks and deep learning
[Read more…]

Packt – PyTorch Bootcamp for Artificial Neural Networks and Deep Learning Applications

Packt – PyTorch Bootcamp for Artificial Neural Networks and Deep Learning Applications
English | Size: 5.31 GB
Category: Tutorial

Key Features
A full introduction to Python Data Science and Anaconda, a powerful Python-driven data science framework
A thorough grounding in how to use PyTorch to implement common deep learning algorithms such as Convolutional Neural Networks (CNNs) on real-life data
Limited mathematical jargon. The course focuses on teaching people basic Python data science concepts and builds up to using PyTorch [Read more…]