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PluralSight - Build, Train, And Deploy Your First Neural Network With TensorFlow
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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
TensorFlow is an open source machine learning framework that brings the power of machine learning to everyone. TensorFlow makes it easy for developers to create neural network based machine learning models. In this course, Build, Train, and Deploy Your First Neural Network with TensorFlow, you will learn the foundational knowledge needed to create your own neural networks. First, you will explore the basic principles of how machine learning lets us create models that learn from data. Next, you will discover how to apply these principles to neural networks and create a model that predicts the class of clothing in an image. Then, you will delve into how TensorFlow makes it easy to evaluate and improve the performance of neural networks with built-in tools like TensorBoard. Finally, you will learn how to deploy your neural network and make its predictive power available to client applications. When you are finished with this course, you will have the skills and knowledge of machine learning and TensorFlow needed to create, train, and deploy a predictive neural network.
Courses includes:
Why Learn TensorFlow?
Setting up the TensorFlow Environment
AI and Machine Learning Concepts
Applying the Machine Learning Workflow with TensorFlow
Understanding Neural Networks
Building and Training Your First Neural Network
Monitoring and Improving Neural Network Performance
Deploying Your Neural Network
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[ FreeCourseWeb.com ] PluralSight - Build, Train, and Deploy Your First Neural Network with TensorFlow.zip
