Pluralsight - AWS Machine Learning AI

kingers · March 7

Download Free Download : Pluralsight - AWS Machine Learning AI
mp4 | Video: h264,1280X720 | Audio: AAC, 44.1 KHz
Genre:eLearning | Language: English | Size:2.34 GB

Files Included :

01 Course Overview.mp4 (2.43 MB)
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01 Introduction.mp4 (1.7 MB)
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02 What Is Amazon Comprehend-.mp4 (7.48 MB)
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03 Demo- The Amazon Comprehend Management Console.mp4 (16.34 MB)
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04 Natural Language Processing Basics.mp4 (7.9 MB)
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05 Confidence Scores.mp4 (5.9 MB)
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06 Review.mp4 (1.29 MB)
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01 Introduction.mp4 (1.09 MB)
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02 What Language Is This-.mp4 (7.2 MB)
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03 Demo- Language Detection.mp4 (5.41 MB)
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04 Sentiment Analysis.mp4 (7.8 MB)
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05 Demo- Sentiment Analysis.mp4 (23.32 MB)
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06 Deconstructing Syntax.mp4 (5.74 MB)
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07 Demo- Syntax Detection.mp4 (15.3 MB)
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08 Review.mp4 (2.03 MB)
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01 Introduction.mp4 (1.36 MB)
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02 Asynchronous Api Calls with Jobs.mp4 (6.48 MB)
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03 Demo- Setting up for Asynchronous Api Calls with Jobs.mp4 (22.53 MB)
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04 Detecting Entities.mp4 (6.11 MB)
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05 Demo- Entity Detection.mp4 (39.21 MB)
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06 Custom Entities.mp4 (3.44 MB)
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07 Demo- Custom Entity Detection.mp4 (21.26 MB)
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08 Detecting Key Phrases.mp4 (3.78 MB)
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09 Demo- Key Phrases Detection.mp4 (14.22 MB)
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10 Review.mp4 (1.71 MB)
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01 Introduction.mp4 (1.14 MB)
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02 Topic Modelling.mp4 (7.27 MB)
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03 Demo- Topic Modelling.mp4 (17.39 MB)
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04 Review.mp4 (1.43 MB)
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01 Introduction.mp4 (1.1 MB)
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02 The Security and Privacy Risks of Analysis.mp4 (6.39 MB)
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03 Review.mp4 (3.08 MB)
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01 Course Overview.mp4 (2.8 MB)
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01 Introduction.mp4 (1.2 MB)
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02 Course Scenario.mp4 (1.77 MB)
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03 Overview of How the Sample REST API for Breast Cancer Detection Should Work.mp4 (2.84 MB)
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04 Introduction to AWS SageMaker.mp4 (6.61 MB)
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05 Setting up AWS SageMaker.mp4 (9.37 MB)
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06 Summary.mp4 (1.43 MB)
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01 Introduction.mp4 (862.1 KB)
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02 SageMaker Notebook Instances.mp4 (1.74 MB)
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03 Creating a Notebook Instance.mp4 (6.74 MB)
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04 Overview of the Image Classification Built-in Algorithm.mp4 (4.59 MB)
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05 Obtaining, Exploring, and Preprocessing Histopathology Images.mp4 (28.37 MB)
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06 Configuring the Image Classification Algorithm Using the Low-level AWS SDK for Python.mp4 (18.31 MB)
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07 Configuring the Image Classification Algorithm Using the High-level SageMaker Python Library.mp4 (5.67 MB)
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08 Overview of Using Tensorflow in SageMaker.mp4 (3.5 MB)
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09 Converting Images to the TFRecord Format.mp4 (10.28 MB)
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10 Configuring a Tensorflow Estimator Using the High-level SageMaker Python Library.mp4 (28.69 MB)
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11 Overview of Using Apache MXNet in SageMaker.mp4 (2.43 MB)
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12 Configuring a MXNet Estimator Using the High-level SageMaker Python Library.mp4 (29.91 MB)
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13 Summary.mp4 (1.58 MB)
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01 Introduction.mp4 (1011.42 KB)
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02 Overview of Creating Training Jobs in SageMaker.mp4 (4.83 MB)
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03 Creating and Monitoring a Training Job for the Built-in Image Classification Algorithm Using the Low-level AWS SDK for Python.mp4 (20.13 MB)
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04 Creating and Monitoring a Training Job for the Built-in Image Classification Algorithm Using the High-level SageMaker Python Library.mp4 (11.39 MB)
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05 Creating and Monitoring a Training Job for the Custom Tensorflow Algorithm Using the High-level SageMaker Python Library.mp4 (11.5 MB)
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06 Creating and Monitoring a Training Job for the Custom MXnet Algorithm Using the High-level SageMaker Python Library.mp4 (11.67 MB)
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07 Overview of Automatic Hyperparameter Optimization.mp4 (3.17 MB)
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08 Creating and Monitoring a Tuning Job for the Built-in Image Classification Algorithm Using the Low-level AWS SDK for Python.mp4 (22.76 MB)
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09 Creating and Monitoring a Tuning Job for the Built-in Image Classification Algorithm Using the High-level SageMaker Python Library.mp4 (11.74 MB)
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10 Creating and Monitoring a Tuning Job for the Custom Tensorflow Algorithm Using the High-level SageMaker Python Library.mp4 (11.79 MB)
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11 Creating and Monitoring a Tuning Job for the Custom MXnet Algorithm Using the High-level SageMaker Python Library.mp4 (14.29 MB)
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12 Summary.mp4 (1.16 MB)
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01 Introduction.mp4 (1.66 MB)
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02 Overview of Deploying and Testing Machine Learning Models in AWS SageMaker Hosting Services.mp4 (2.01 MB)
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03 Deploying and Testing the Trained Model Based on the Built-in Image Classification Algorithm Using the Low-level AWS SDK for Python.mp4 (22.08 MB)
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05 Deploying and Testing the Trained Model Based on a Custom Tensorflow Algorithm Using the High-level SageMaker Python Library.mp4 (13.7 MB)
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06 Deploying and Testing the Trained Model Based on a Custom Mxnet Algorithm Using the High-level SageMaker Python Library.mp4 (14.42 MB)
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07 Overview of Integrating Endpoints with AWS API Gateway and AWS Lambda.mp4 (2.71 MB)
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08 Integrating an AWS SageMaker Endpoint with AWS API Gateway and AWS Lambda.mp4 (15.76 MB)
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09 Summary.mp4 (1.05 MB)
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01 Introduction.mp4 (1.03 MB)
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02 Overview of Managing Authentication and Access Control Using IAM Policies.mp4 (2.43 MB)
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03 Configuring Access Control to Notebook Instances.mp4 (22.42 MB)
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04 Overview of Monitoring and Troubleshooting Deployed Models with AWS CloudWatch.mp4 (2.72 MB)
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05 Analyzing Endpoint Metrics and Logs with AWS CloudWatch.mp4 (7.05 MB)
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06 Overview of Configuring Automatic Scaling for AWS SageMaker Endpoints.mp4 (1.33 MB)
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07 Configuring Automatic Scaling for an AWS SageMaker Endpoint Using the AWS Console.mp4 (6.26 MB)
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08 Summary.mp4 (1.19 MB)
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01 Course Overview.mp4 (5.28 MB)
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01 Why Choose the Voice Phenomenon-.mp4 (3.27 MB)
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02 Set up Your AWS User.mp4 (6.58 MB)
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03 Set up the AWS CLI.mp4 (6.14 MB)
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04 First Steps with Polly.mp4 (4.26 MB)
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05 Create Your First Lexicon.mp4 (14.38 MB)
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06 Speech Marks and When to Use Them.mp4 (4.59 MB)
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07 Discover the Power of SSML Tags.mp4 (19.49 MB)
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08 Summary.mp4 (338.96 KB)
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movieselectricsheep-flock-244-32500-2.mp4 (340.24 KB)
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movieselectricsheep-flock-244-32500-2.mp4 (340.24 KB)
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01 Introduction.mp4 (2.19 MB)
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02 Architecture Design.mp4 (6.82 MB)
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03 Version Control Setup.mp4 (8.74 MB)
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04 Hugo - Static Site Generator.mp4 (15.79 MB)
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05 CI-CD with CircleCI.mp4 (14.17 MB)
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06 Integrating CircleCI with AWS.mp4 (20.07 MB)
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07 Custom Shortcodes with Hugo.mp4 (5.05 MB)
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08 Integrating Shortcodes into the Website.mp4 (16.84 MB)
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09 Integrating with AWS Lambda and Polly.mp4 (24.25 MB)
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10 Finishing the First Version of the Website and Seeing It in Action.mp4 (11.26 MB)
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movieselectricsheep-flock-244-32500-2.mp4 (340.24 KB)
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movieselectricsheep-flock-244-32500-2.mp4 (340.24 KB)
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01 Introduction.mp4 (2.15 MB)
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02 AWS SAM.mp4 (13.11 MB)
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03 CircleCI Lambda Job.mp4 (8.45 MB)
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04 CircleCI Policy Update.mp4 (7.26 MB)
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05 Lambda Which Overcomes the Polly Limit.mp4 (15.42 MB)
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06 Compiling and Deploying the New Lambda.mp4 (9.73 MB)
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07 Long Article Example.mp4 (16.29 MB)
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08 Adding SSML.mp4 (8.03 MB)
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09 Summary.mp4 (756.28 KB)
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movieselectricsheep-flock-244-32500-2.mp4 (340.24 KB)
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movieselectricsheep-flock-244-32500-2.mp4 (340.24 KB)
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01 Introduction.mp4 (768.06 KB)
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02 Build Optimization.mp4 (4.1 MB)
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03 Architecture Recap.mp4 (4.49 MB)
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04 Architecture Extension.mp4 (2.42 MB)
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05 Automation Extensions.mp4 (3.32 MB)
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06 Polly Extensions.mp4 (2.98 MB)
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07 Reusing Components.mp4 (2.47 MB)
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08 Module Summary.mp4 (1.05 MB)
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09 Course Summary.mp4 (2.35 MB)
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01 Course Overview.mp4 (2.74 MB)
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01 Overview.mp4 (2.62 MB)
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02 Deep Learning on AWS.mp4 (4.69 MB)
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03 AWS Compute for Deep Learning.mp4 (5.93 MB)
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04 Deep Learning AMIs.mp4 (9.7 MB)
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05 Instance Types for Deep Learning.mp4 (3.74 MB)
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06 Summary.mp4 (1.7 MB)
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01 Overview.mp4 (1.53 MB)
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02 DLAMI Deep Dive.mp4 (4.62 MB)
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03 Launching a DLAMI Instance.mp4 (25.43 MB)
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04 Configuring Our DLAMI Instance.mp4 (8.86 MB)
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05 Leveraging Deep Learning Frameworks.mp4 (31.24 MB)
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06 Summary.mp4 (1.57 MB)
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01 Overview.mp4 (1.81 MB)
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02 Monitoring, Upgrades, and Performance.mp4 (6.05 MB)
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03 Monitoring DLAMI Instances with CloudWatch.mp4 (24.85 MB)
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04 Elastic Inference Overview.mp4 (4.1 MB)
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05 Utilizing Elastic Inference with the DLAMI.mp4 (26.27 MB)
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06 Deep Learning Containers Overview.mp4 (4.28 MB)
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07 Utilizing Deep Learning Containers.mp4 (28.16 MB)
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08 Summary.mp4 (1.84 MB)
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01 Course Overview.mp4 (4.02 MB)
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01 Introduction to AWS and Rekognition.mp4 (8.87 MB)
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02 Using the AWS CLI with Rekognition.mp4 (10.6 MB)
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03 Rekognition Programming, Getting Started.mp4 (21.81 MB)
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01 Image Features of Rekognition.mp4 (1.06 MB)
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02 Image Classification Application.mp4 (20.19 MB)
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03 Image Moderation in Java.mp4 (30.44 MB)
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04 Facial Recognition.mp4 (15.35 MB)
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05 Celebrity Recognition.mp4 (16.9 MB)
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01 Video Features of Rekognition.mp4 (18.14 MB)
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02 Video Object and Scene Detection.mp4 (6.31 MB)
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03 Person Tracking and Pathing.mp4 (8.62 MB)
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01 Building a Complete Rekognition Application.mp4 (6.5 MB)
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02 Building the Lambda Service.mp4 (32.53 MB)
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03 HTML and JavaScript Front End.mp4 (12.33 MB)
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04 S3 Static Web Site.mp4 (5.01 MB)
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01 Conclusion.mp4 (3.7 MB)
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01 Course Overview.mp4 (6.06 MB)
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01 Overview.mp4 (2.06 MB)
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02 Prerequisites and Introduction to Textract.mp4 (4.58 MB)
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03 Textract Features.mp4 (3.71 MB)
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04 Traditional OCR Solutions.mp4 (2.46 MB)
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05 How Textract Works.mp4 (3.1 MB)
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06 Textract vs Traditional OCRs.mp4 (5.78 MB)
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07 Demo- Signing up for Textract.mp4 (8.65 MB)
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08 Demo- Setting up the Python SDK.mp4 (5.59 MB)
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09 Summary.mp4 (1.09 MB)
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01 Overview and Sync Operations.mp4 (4.14 MB)
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02 Text Detection Mechanism.mp4 (5.04 MB)
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03 Item Location.mp4 (6.89 MB)
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04 Text Analysis Mechanism.mp4 (5.04 MB)
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05 Text Content and Forms.mp4 (7.91 MB)
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06 Tables, Selection Elements, and Responses.mp4 (5.61 MB)
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07 Demo- Text Detection and Analysis on Single-page Docs.mp4 (16.1 MB)
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08 Demo- Implementing Key-value Extraction.mp4 (7.74 MB)
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09 Demo- Implementing Table Extraction.mp4 (9.85 MB)
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10 Summary.mp4 (1.36 MB)
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01 Introduction and Overview.mp4 (2.06 MB)
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02 Multi-page Operations.mp4 (2.19 MB)
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03 Multi-page Detection and Analysis.mp4 (2.96 MB)
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04 Textract Best Practices.mp4 (6 MB)
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05 Demo- Text Detection and Analysis on PDFs.mp4 (25.2 MB)
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06 Demo- Implementing PDF Data Extraction.mp4 (11.12 MB)
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07 Summary.mp4 (1.85 MB)
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01 Course Overview.mp4 (3.48 MB)
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01 Introduction.mp4 (1.4 MB)
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02 What Is Amazon Lex-.mp4 (5.72 MB)
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03 What About Alexa and Echo-.mp4 (3.47 MB)
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04 ASR and NLU.mp4 (3.38 MB)
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05 Our First Interaction with Lex - Ordering Flowers.mp4 (15.56 MB)
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06 Introduction to Your Sample Chatbot.mp4 (3.6 MB)
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01 Introduction.mp4 (967.15 KB)
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02 Intents.mp4 (3.28 MB)
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03 Utterances.mp4 (4.53 MB)
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04 Demo - Creating an Intent and Utterances.mp4 (14.88 MB)
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05 Slots and Prompts.mp4 (3.87 MB)
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06 Demo - Creating Slot Types, Slots and Prompts.mp4 (32.55 MB)
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07 Review.mp4 (2.05 MB)
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01 Introduction.mp4 (801.93 KB)
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02 Utterances and Slots.mp4 (3.62 MB)
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03 Demo - Improving Your Utterances.mp4 (11.63 MB)
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04 Smarter Prompts.mp4 (1.91 MB)
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05 Demo - Improving Your Prompts.mp4 (30.72 MB)
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06 Review.mp4 (2.18 MB)
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01 Introduction.mp4 (859.53 KB)
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02 Adding a Lambda Function.mp4 (4.56 MB)
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03 Demo- Building a Response.mp4 (55.62 MB)
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04 Review.mp4 (2.88 MB)
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01 Introduction.mp4 (678.43 KB)
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02 Versions and Aliases.mp4 (2.82 MB)
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03 Demo - Versioning Your Bot.mp4 (17.8 MB)
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04 Getting Started Amazon Lex.mp4 (1.42 MB)
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01 Introduction.mp4 (595.88 KB)
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02 Configuring Error Handling.mp4 (3.49 MB)
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03 Demo - Error Handling.mp4 (22.04 MB)
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04 Review.mp4 (2.82 MB)
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01 Course Overview.mp4 (3.41 MB)
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01 Overview.mp4 (4.42 MB)
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02 Translation Essentials.mp4 (14.04 MB)
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03 Neural Machine Translation.mp4 (7.72 MB)
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04 Using Amazon Translate in the Console.mp4 (12.16 MB)
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05 Real Time Translation with Custom Terminologies.mp4 (8.11 MB)
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01 Overview of Translating Text in Different Formats.mp4 (1.1 MB)
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02 Amazon Translate Concepts.mp4 (5.41 MB)
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03 Deploying a Static Website to Amazon S3.mp4 (12.39 MB)
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04 Installing Python 3.mp4 (5.46 MB)
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05 Installing Dependencies in a Python 3 Virtual Environment.mp4 (21.06 MB)
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06 Creating a Custom Terminology.mp4 (14.58 MB)
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07 Reviewing and Running Our Translation Script.mp4 (20.14 MB)
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08 Service Limits.mp4 (1.72 MB)
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09 Encountering Amazon Translate Service Limits.mp4 (28.6 MB)
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10 Translating Large Documents.mp4 (17.84 MB)
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01 Overview - Monitoring and Securing Amazon Translate.mp4 (1.85 MB)
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02 Monitoring Basics.mp4 (5.6 MB)
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03 Monitoring Amazon Translate Metrics in the AWS Console.mp4 (16.68 MB)
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04 Metrics and Alerting.mp4 (5.32 MB)
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05 Creating CloudWatch Alarms for Amazon Translate Errors.mp4 (12.88 MB)
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06 Triggering CloudWatch Alarms with Fake API Call Errors.mp4 (17.27 MB)
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07 Access Control.mp4 (11.44 MB)
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08 Configuring an Amazon Translate User in the AWS Console.mp4 (13.58 MB)
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09 Summary of Monitoring and Security for Amazon Translate.mp4 (1.28 MB)
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01 Overview - Integrating Amazon Translate.mp4 (1.63 MB)
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02 Application Development Process.mp4 (3.44 MB)
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03 Creating Least Privileged IAM Access Keys.mp4 (17.58 MB)
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04 Translating Text on Demand with Amazon Translate.mp4 (14.25 MB)
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05 Amazon Polly and Text to Speech.mp4 (2.92 MB)
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06 Updating an IAM Policy to Support Amazon Polly.mp4 (6.17 MB)
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07 Integrating Amazon Polly to Perform Multilingual Speech.mp4 (20.33 MB)
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08 What's Next-.mp4 (3.16 MB)
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01 Course Overview.mp4 (3.7 MB)
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01 Introduction.mp4 (4.26 MB)
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02 How Does Transcribe Work.mp4 (5.57 MB)
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03 Demonstrating Transcribe.mp4 (31.67 MB)
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01 Introduction to CloudTrail.mp4 (25.23 MB)
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02 Using SNS for Notifications.mp4 (10.52 MB)
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03 Configure Cloudwatch Rule.mp4 (8.51 MB)
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04 Setup Security and Test Workflow.mp4 (23.97 MB)
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01 Introduction.mp4 (5 MB)
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02 Review Node Application Code.mp4 (19.47 MB)
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03 Deploy Node App to Beanstalk.mp4 (13.6 MB)
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04 Setup S3 to Transcribe Lambda Trigger.mp4 (21.6 MB)
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05 Review SNS and Run a Test.mp4 (12.79 MB)
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06 Setup Translate Lambda.mp4 (28.38 MB)
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07 End to End Test and Summary.mp4 (13.97 MB)
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