Build, Train, and Deploy Your First Neural NetWork with TensorFlow (Jerry Kurata, .

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345.65 MB | 5min 28s | mp4 | 1280X720 | 16:9
Genre:eLearning |Language:English​

Files Included :

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FileName :1 Course Overview.mp4 | Size: (3.39 MB)
FileName :1 What Is TensorFlow.mp4 | Size: (4.55 MB)
FileName :2 Why TensorFlow.mp4 | Size: (3.97 MB)
FileName :3 TensorFlow Tools and Languages.mp4 | Size: (2.75 MB)
FileName :4 Required Skills.mp4 | Size: (3.23 MB)
FileName :5 Course Structure.mp4 | Size: (3.04 MB)
FileName :1 TensorFlow Development Environment.mp4 | Size: (2.21 MB)
FileName :2 What Is Google Colaboratory (aka Colab).mp4 | Size: (2.46 MB)
FileName :3 Getting Started with Colab.mp4 | Size: (7.28 MB)
FileName :4 Importing TensorFlow.mp4 | Size: (4.39 MB)
FileName :5 Sequencing Code Execution.mp4 | Size: (8.84 MB)
FileName :6 Checklist and Summary.mp4 | Size: (2.85 MB)
FileName :1 The Relationship of AI to ML.mp4 | Size: (3.68 MB)
FileName :2 Implementing Machine Learning.mp4 | Size: (3.07 MB)
FileName :3 Creating the Model.mp4 | Size: (4.48 MB)
FileName :4 Training the Model.mp4 | Size: (3.12 MB)
FileName :5 Reducing Loss.mp4 | Size: (6.03 MB)
FileName :6 Evaluating the Trained Model.mp4 | Size: (1.7 MB)
FileName :7 What Is a Tensor.mp4 | Size: (5.1 MB)
FileName :8 Checklist and Summary.mp4 | Size: (1.52 MB)
FileName :1 Setting up the Example.mp4 | Size: (10.03 MB)
FileName :2 Defining the Problem and Getting Data.mp4 | Size: (8.17 MB)
FileName :3 Exploring the Data.mp4 | Size: (7.51 MB)
FileName :4 Preparing the Data.mp4 | Size: (13.04 MB)
FileName :5 Creating the Model.mp4 | Size: (8.35 MB)
FileName :6 Training the Model.mp4 | Size: (15.45 MB)
FileName :7 Improving Performance.mp4 | Size: (7.67 MB)
FileName :8 Evaluating Model Performance.mp4 | Size: (5.21 MB)
FileName :9 Summary.mp4 | Size: (1.36 MB)
FileName :1 Machine Learning with Neural Networks.mp4 | Size: (3.17 MB)
FileName :2 How Neurons Work.mp4 | Size: (4.81 MB)
FileName :3 Neuron Architecture.mp4 | Size: (3.51 MB)
FileName :4 Activation Functions.mp4 | Size: (8.99 MB)
FileName :5 From Neurons to Neural Networks.mp4 | Size: (6.54 MB)
FileName :6 Predicting with an Untrained Neural Network.mp4 | Size: (7.92 MB)
FileName :7 Training a Neural Network.mp4 | Size: (7.89 MB)
FileName :8 Summary.mp4 | Size: (2.16 MB)
FileName :1 Building a Neural Network in TensorFlow.mp4 | Size: (7.55 MB)
FileName :2 Getting and Preparing the Data.mp4 | Size: (10.8 MB)
FileName :3 Creating the Model.mp4 | Size: (7.44 MB)
FileName :4 Demo - Creating the Model.mp4 | Size: (8.76 MB)
FileName :5 Compiling the Model.mp4 | Size: (5.8 MB)
FileName :6 Training and Evaluating the Model.mp4 | Size: (5.73 MB)
FileName :7 Summary.mp4 | Size: (3.28 MB)
FileName :1 Understanding the Problem with Your Model.mp4 | Size: (3.94 MB)
FileName :2 TensorBoard Setup.mp4 | Size: (10.46 MB)
FileName :3 Monitoring Your Trained Model's Performance.mp4 | Size: (8.94 MB)
FileName :4 Reducing Training Data Overfitting.mp4 | Size: (10.12 MB)
FileName :5 Randomly Dropping out Neuron Output.mp4 | Size: (6.54 MB)
FileName :6 Early Stopping.mp4 | Size: (8.28 MB)
FileName :7 Saving Your Trained Model.mp4 | Size: (2.48 MB)
FileName :8 Summary.mp4 | Size: (1.66 MB)
FileName :1 What Is Deploying a Neural Network.mp4 | Size: (3.34 MB)
FileName :2 Installing TensorFlow ModelServer.mp4 | Size: (5.75 MB)
FileName :3 Understanding TensorFlow Model Serving.mp4 | Size: (1.85 MB)
FileName :4 Using TensorFlow Model Serving.mp4 | Size: (13.31 MB)
FileName :5 Summary.mp4 | Size: (1.12 MB)
FileName :1 What Have You Seen.mp4 | Size: (2.2 MB)
FileName :2 Training the Model.mp4 | Size: (4.09 MB)
FileName :3 Monitoring, Improving, and Deploying the Model.mp4 | Size: (4.02 MB)
FileName :4 Tips for Your Machine Learning Journey.mp4 | Size: (1.57 MB)

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Build, Train, and Deploy Your First Neural Network with TensorFlow
.MP4, AVC, 1280x720, 30 fps | English, AAC, 2 Ch | 2h 47m | 359 MB
Instructor: Jerry Kurata​

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.

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.

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