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Build, Train, and Deploy Machine Learning Models with Amazon SageMaker

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File Name
Size
01. Course Overview/01. Course Overview.mp4
2.8 MB
01. Course Overview/01. Course Overview.srt
2.6 kB
02. Getting Started with AWS SageMaker/01. Introduction.mp4
1.2 MB
02. Getting Started with AWS SageMaker/01. Introduction.srt
1.2 kB
02. Getting Started with AWS SageMaker/02. Course Scenario.mp4
1.8 MB
02. Getting Started with AWS SageMaker/02. Course Scenario.srt
1.3 kB
02. Getting Started with AWS SageMaker/03. Overview of How the Sample REST API for Breast Cancer Detection Should Work.mp4
2.8 MB
02. Getting Started with AWS SageMaker/03. Overview of How the Sample REST API for Breast Cancer Detection Should Work.srt
2.7 kB
02. Getting Started with AWS SageMaker/04. Introduction to AWS SageMaker.mp4
6.6 MB
02. Getting Started with AWS SageMaker/04. Introduction to AWS SageMaker.srt
7.9 kB
02. Getting Started with AWS SageMaker/05. Setting up AWS SageMaker.mp4
9.4 MB
02. Getting Started with AWS SageMaker/05. Setting up AWS SageMaker.srt
6.9 kB
02. Getting Started with AWS SageMaker/06. Summary.mp4
1.4 MB
02. Getting Started with AWS SageMaker/06. Summary.srt
2.0 kB
03. Building Machine Learning Models Using AWS SageMaker/01. Introduction.mp4
862 kB
03. Building Machine Learning Models Using AWS SageMaker/01. Introduction.srt
874 B
03. Building Machine Learning Models Using AWS SageMaker/02. SageMaker Notebook Instances.mp4
1.7 MB
03. Building Machine Learning Models Using AWS SageMaker/02. SageMaker Notebook Instances.srt
2.0 kB
03. Building Machine Learning Models Using AWS SageMaker/03. Creating a Notebook Instance.mp4
6.7 MB
03. Building Machine Learning Models Using AWS SageMaker/03. Creating a Notebook Instance.srt
5.2 kB
03. Building Machine Learning Models Using AWS SageMaker/04. Overview of the Image Classification Built-in Algorithm.mp4
4.6 MB
03. Building Machine Learning Models Using AWS SageMaker/04. Overview of the Image Classification Built-in Algorithm.srt
5.6 kB
03. Building Machine Learning Models Using AWS SageMaker/05. Obtaining, Exploring, and Preprocessing Histopathology Images.mp4
28 MB
03. Building Machine Learning Models Using AWS SageMaker/05. Obtaining, Exploring, and Preprocessing Histopathology Images.srt
18 kB
03. Building Machine Learning Models Using AWS SageMaker/06. Configuring the Image Classification Algorithm Using the Low-level AWS SDK for Python.mp4
18 MB
03. Building Machine Learning Models Using AWS SageMaker/06. Configuring the Image Classification Algorithm Using the Low-level AWS SDK for Python.srt
15 kB
03. Building Machine Learning Models Using AWS SageMaker/07. Configuring the Image Classification Algorithm Using the High-level SageMaker Python Library.mp4
5.7 MB
03. Building Machine Learning Models Using AWS SageMaker/07. Configuring the Image Classification Algorithm Using the High-level SageMaker Python Library.srt
4.0 kB
03. Building Machine Learning Models Using AWS SageMaker/08. Overview of Using Tensorflow in SageMaker.mp4
3.5 MB
03. Building Machine Learning Models Using AWS SageMaker/08. Overview of Using Tensorflow in SageMaker.srt
4.5 kB
03. Building Machine Learning Models Using AWS SageMaker/09. Converting Images to the TFRecord Format.mp4
10 MB
03. Building Machine Learning Models Using AWS SageMaker/09. Converting Images to the TFRecord Format.srt
7.2 kB
03. Building Machine Learning Models Using AWS SageMaker/10. Configuring a Tensorflow Estimator Using the High-level SageMaker Python Library.mp4
29 MB
03. Building Machine Learning Models Using AWS SageMaker/10. Configuring a Tensorflow Estimator Using the High-level SageMaker Python Library.srt
18 kB
03. Building Machine Learning Models Using AWS SageMaker/11. Overview of Using Apache MXNet in SageMaker.mp4
2.4 MB
03. Building Machine Learning Models Using AWS SageMaker/11. Overview of Using Apache MXNet in SageMaker.srt
2.9 kB
03. Building Machine Learning Models Using AWS SageMaker/12. Configuring a MXNet Estimator Using the High-level SageMaker Python Library.mp4
30 MB
03. Building Machine Learning Models Using AWS SageMaker/12. Configuring a MXNet Estimator Using the High-level SageMaker Python Library.srt
20 kB
03. Building Machine Learning Models Using AWS SageMaker/13. Summary.mp4
1.6 MB
03. Building Machine Learning Models Using AWS SageMaker/13. Summary.srt
1.9 kB
04. Training Machine Learning Models Using AWS SageMaker/01. Introduction.mp4
1011 kB
04. Training Machine Learning Models Using AWS SageMaker/01. Introduction.srt
1.1 kB
04. Training Machine Learning Models Using AWS SageMaker/02. Overview of Creating Training Jobs in SageMaker.mp4
4.8 MB
04. Training Machine Learning Models Using AWS SageMaker/02. Overview of Creating Training Jobs in SageMaker.srt
6.0 kB
04. Training Machine Learning Models Using AWS SageMaker/03. Creating and Monitoring a Training Job for the Built-in Image Classification Algorithm Using the Low-level AWS SDK for Python.mp4
20 MB
04. Training Machine Learning Models Using AWS SageMaker/03. Creating and Monitoring a Training Job for the Built-in Image Classification Algorithm Using the Low-level AWS SDK for Python.srt
12 kB
04. Training Machine Learning Models Using AWS SageMaker/04. Creating and Monitoring a Training Job for the Built-in Image Classification Algorithm Using the High-level SageMaker Python Library.mp4
11 MB
04. Training Machine Learning Models Using AWS SageMaker/04. Creating and Monitoring a Training Job for the Built-in Image Classification Algorithm Using the High-level SageMaker Python Library.srt
7.6 kB
04. Training Machine Learning Models Using AWS SageMaker/05. Creating and Monitoring a Training Job for the Custom Tensorflow Algorithm Using the High-level SageMaker Python Library.mp4
12 MB
04. Training Machine Learning Models Using AWS SageMaker/05. Creating and Monitoring a Training Job for the Custom Tensorflow Algorithm Using the High-level SageMaker Python Library.srt
7.7 kB
04. Training Machine Learning Models Using AWS SageMaker/06. Creating and Monitoring a Training Job for the Custom MXnet Algorithm Using the High-level SageMaker Python Library.mp4
12 MB
04. Training Machine Learning Models Using AWS SageMaker/06. Creating and Monitoring a Training Job for the Custom MXnet Algorithm Using the High-level SageMaker Python Library.srt
7.2 kB
04. Training Machine Learning Models Using AWS SageMaker/07. Overview of Automatic Hyperparameter Optimization.mp4
3.2 MB
04. Training Machine Learning Models Using AWS SageMaker/07. Overview of Automatic Hyperparameter Optimization.srt
3.3 kB
04. Training Machine Learning Models Using AWS SageMaker/08. Creating and Monitoring a Tuning Job for the Built-in Image Classification Algorithm Using the Low-level AWS SDK for Python.mp4
23 MB
04. Training Machine Learning Models Using AWS SageMaker/08. Creating and Monitoring a Tuning Job for the Built-in Image Classification Algorithm Using the Low-level AWS SDK for Python.srt
19 kB
04. Training Machine Learning Models Using AWS SageMaker/09. Creating and Monitoring a Tuning Job for the Built-in Image Classification Algorithm Using the High-level SageMaker Python Library.mp4
12 MB
04. Training Machine Learning Models Using AWS SageMaker/09. Creating and Monitoring a Tuning Job for the Built-in Image Classification Algorithm Using the High-level SageMaker Python Library.srt
7.1 kB
04. Training Machine Learning Models Using AWS SageMaker/10. Creating and Monitoring a Tuning Job for the Custom Tensorflow Algorithm Using the High-level SageMaker Python Library.mp4
12 MB
04. Training Machine Learning Models Using AWS SageMaker/10. Creating and Monitoring a Tuning Job for the Custom Tensorflow Algorithm Using the High-level SageMaker Python Library.srt
7.6 kB
04. Training Machine Learning Models Using AWS SageMaker/11. Creating and Monitoring a Tuning Job for the Custom MXnet Algorithm Using the High-level SageMaker Python Library.mp4
14 MB
04. Training Machine Learning Models Using AWS SageMaker/11. Creating and Monitoring a Tuning Job for the Custom MXnet Algorithm Using the High-level SageMaker Python Library.srt
7.4 kB
04. Training Machine Learning Models Using AWS SageMaker/12. Summary.mp4
1.2 MB
04. Training Machine Learning Models Using AWS SageMaker/12. Summary.srt
1.4 kB
05. Deploying Machine Learning Models Using AWS SageMaker/01. Introduction.mp4
1.7 MB
05. Deploying Machine Learning Models Using AWS SageMaker/01. Introduction.srt
1.7 kB
05. Deploying Machine Learning Models Using AWS SageMaker/02. Overview of Deploying and Testing Machine Learning Models in AWS SageMaker Hosting Services.mp4
2.0 MB
05. Deploying Machine Learning Models Using AWS SageMaker/02. Overview of Deploying and Testing Machine Learning Models in AWS SageMaker Hosting Services.srt
2.6 kB
05. Deploying Machine Learning Models Using AWS SageMaker/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 MB
05. Deploying Machine Learning Models Using AWS SageMaker/03. Deploying and Testing the Trained Model Based on the Built-in Image Classification Algorithm Using the Low-level AWS SDK for Python.srt
14 kB
05. Deploying Machine Learning Models Using AWS SageMaker/04. Deploying and Testing the Trained Model Based on the Built-in Image Classification Algorithm Using the High-level SageMaker Python Library.mp4
15 MB
05. Deploying Machine Learning Models Using AWS SageMaker/04. Deploying and Testing the Trained Model Based on the Built-in Image Classification Algorithm Using the High-level SageMaker Python Library.srt
7.6 kB
05. Deploying Machine Learning Models Using AWS SageMaker/05. Deploying and Testing the Trained Model Based on a Custom Tensorflow Algorithm Using the High-level SageMaker Python Library.mp4
14 MB
05. Deploying Machine Learning Models Using AWS SageMaker/05. Deploying and Testing the Trained Model Based on a Custom Tensorflow Algorithm Using the High-level SageMaker Python Library.srt
7.6 kB
05. Deploying Machine Learning Models Using AWS SageMaker/06. Deploying and Testing the Trained Model Based on a Custom Mxnet Algorithm Using the High-level SageMaker Python Library.mp4
14 MB
05. Deploying Machine Learning Models Using AWS SageMaker/06. Deploying and Testing the Trained Model Based on a Custom Mxnet Algorithm Using the High-level SageMaker Python Library.srt
7.9 kB
05. Deploying Machine Learning Models Using AWS SageMaker/07. Overview of Integrating Endpoints with AWS API Gateway and AWS Lambda.mp4
2.7 MB
05. Deploying Machine Learning Models Using AWS SageMaker/07. Overview of Integrating Endpoints with AWS API Gateway and AWS Lambda.srt
3.7 kB
05. Deploying Machine Learning Models Using AWS SageMaker/08. Integrating an AWS SageMaker Endpoint with AWS API Gateway and AWS Lambda.mp4
16 MB
05. Deploying Machine Learning Models Using AWS SageMaker/08. Integrating an AWS SageMaker Endpoint with AWS API Gateway and AWS Lambda.srt
12 kB
05. Deploying Machine Learning Models Using AWS SageMaker/09. Summary.mp4
1.0 MB
05. Deploying Machine Learning Models Using AWS SageMaker/09. Summary.srt
1.2 kB
06. Managing Security and Scalability in AWS SageMaker/01. Introduction.mp4
1.0 MB
06. Managing Security and Scalability in AWS SageMaker/01. Introduction.srt
1.1 kB
06. Managing Security and Scalability in AWS SageMaker/02. Overview of Managing Authentication and Access Control Using IAM Policies.mp4
2.4 MB
06. Managing Security and Scalability in AWS SageMaker/02. Overview of Managing Authentication and Access Control Using IAM Policies.srt
2.9 kB
06. Managing Security and Scalability in AWS SageMaker/03. Configuring Access Control to Notebook Instances.mp4
22 MB
06. Managing Security and Scalability in AWS SageMaker/03. Configuring Access Control to Notebook Instances.srt
16 kB
06. Managing Security and Scalability in AWS SageMaker/04. Overview of Monitoring and Troubleshooting Deployed Models with AWS CloudWatch.mp4
2.7 MB
06. Managing Security and Scalability in AWS SageMaker/04. Overview of Monitoring and Troubleshooting Deployed Models with AWS CloudWatch.srt
3.3 kB
06. Managing Security and Scalability in AWS SageMaker/05. Analyzing Endpoint Metrics and Logs with AWS CloudWatch.mp4
7.1 MB
06. Managing Security and Scalability in AWS SageMaker/05. Analyzing Endpoint Metrics and Logs with AWS CloudWatch.srt
4.2 kB
06. Managing Security and Scalability in AWS SageMaker/06. Overview of Configuring Automatic Scaling for AWS SageMaker Endpoints.mp4
1.3 MB
06. Managing Security and Scalability in AWS SageMaker/06. Overview of Configuring Automatic Scaling for AWS SageMaker Endpoints.srt
1.7 kB
06. Managing Security and Scalability in AWS SageMaker/07. Configuring Automatic Scaling for an AWS SageMaker Endpoint Using the AWS Console.mp4
6.3 MB
06. Managing Security and Scalability in AWS SageMaker/07. Configuring Automatic Scaling for an AWS SageMaker Endpoint Using the AWS Console.srt
4.2 kB
06. Managing Security and Scalability in AWS SageMaker/08. Summary.mp4
1.2 MB
06. Managing Security and Scalability in AWS SageMaker/08. Summary.srt
1.6 kB
aws-sagemaker-machine-learning-models.zip
5.2 MB