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01-Select_Deployment_Infrastructure_Based_On_Existing_Architecture_And_Requirements\01-model_deployment_best_practices_.mp4
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01-Select_Deployment_Infrastructure_Based_On_Existing_Architecture_And_Requirements\02-overview_of_deploying_machine_learning_models_using_amazon_sagemaker.mp4
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01-Select_Deployment_Infrastructure_Based_On_Existing_Architecture_And_Requirements\03-demo_deploying_a_real-time_model_endpoint_using_sagemaker.mp4
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01-Select_Deployment_Infrastructure_Based_On_Existing_Architecture_And_Requirements\04-when_to_use_real_time_endpoints_.mp4
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01-Select_Deployment_Infrastructure_Based_On_Existing_Architecture_And_Requirements\05-when_to_use_serverless_endpoints.mp4
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01-Select_Deployment_Infrastructure_Based_On_Existing_Architecture_And_Requirements\06-demo_deploying_a_serverless_model_endpoint_using_amazon_sagemaker.mp4
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01-Select_Deployment_Infrastructure_Based_On_Existing_Architecture_And_Requirements\07-when_to_use_asynchronous_endpoints.mp4
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01-Select_Deployment_Infrastructure_Based_On_Existing_Architecture_And_Requirements\08-when_to_use_batch_inference.mp4
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01-Select_Deployment_Infrastructure_Based_On_Existing_Architecture_And_Requirements\09-demo_using_batch_inference_with_sagemaker.mp4
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01-Select_Deployment_Infrastructure_Based_On_Existing_Architecture_And_Requirements\10-sagemaker_built-in_container_images_vs_custom_container_images.mp4
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01-Select_Deployment_Infrastructure_Based_On_Existing_Architecture_And_Requirements\11-what_is_sagemaker_neo.mp4
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01-Select_Deployment_Infrastructure_Based_On_Existing_Architecture_And_Requirements\12-demo_deployment_orchestration_with_sagemaker_pipelines_.mp4
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01-Select_Deployment_Infrastructure_Based_On_Existing_Architecture_And_Requirements\13-evaluating_performance_cost_and_latency_tradeoffs.mp4
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01-Select_Deployment_Infrastructure_Based_On_Existing_Architecture_And_Requirements\14-selecting_appropriate_compute_resources.mp4
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01-Select_Deployment_Infrastructure_Based_On_Existing_Architecture_And_Requirements\15-when_to_use_apache_airflow.mp4
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01-Select_Deployment_Infrastructure_Based_On_Existing_Architecture_And_Requirements\16-selecting_multi-model_or_multi-container_deployments.mp4
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01-Select_Deployment_Infrastructure_Based_On_Existing_Architecture_And_Requirements\17-containerization_concepts_and_aws_container_services.mp4
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01-Select_Deployment_Infrastructure_Based_On_Existing_Architecture_And_Requirements\18-selecting_the_correct_deployment_target_.mp4
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01-Select_Deployment_Infrastructure_Based_On_Existing_Architecture_And_Requirements\19-select_deployment_infrastructure_based_on_existing_architecture_and_requirements_review_part_1.mp4
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01-Select_Deployment_Infrastructure_Based_On_Existing_Architecture_And_Requirements\20-select_deployment_infrastructure_based_on_existing_architecture_and_requirements_review_part_2.mp4
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02-Create_And_Script_Infrastructure_Based_On_Existing_Architecture_And_Requirements\01-on_demand_and_provisioned_resources.mp4
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02-Create_And_Script_Infrastructure_Based_On_Existing_Architecture_And_Requirements\02-how_to_compare_scaling_policies.mp4
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02-Create_And_Script_Infrastructure_Based_On_Existing_Architecture_And_Requirements\03-infrastructure_as_code_using_aws_cloudformation.mp4
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02-Create_And_Script_Infrastructure_Based_On_Existing_Architecture_And_Requirements\04-when_to_use_aws_cdk_cloud_development_kit.mp4
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02-Create_And_Script_Infrastructure_Based_On_Existing_Architecture_And_Requirements\05-enabling_communication_between_stacks.mp4
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02-Create_And_Script_Infrastructure_Based_On_Existing_Architecture_And_Requirements\06-how_to_use_sagemaker_endpoint_auto_scaling_policies.mp4
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02-Create_And_Script_Infrastructure_Based_On_Existing_Architecture_And_Requirements\07-sagemaker_managed_spot_training.mp4
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02-Create_And_Script_Infrastructure_Based_On_Existing_Architecture_And_Requirements\08-building_and_maintaining_containers.mp4
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02-Create_And_Script_Infrastructure_Based_On_Existing_Architecture_And_Requirements\09-demo_building_your_own_container_to_use_with_sagemaker.mp4
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02-Create_And_Script_Infrastructure_Based_On_Existing_Architecture_And_Requirements\10-configuring_sagemaker_endpoints_within_the_vpc_network.mp4
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02-Create_And_Script_Infrastructure_Based_On_Existing_Architecture_And_Requirements\11-understanding_the_sagemaker_sdk.mp4
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02-Create_And_Script_Infrastructure_Based_On_Existing_Architecture_And_Requirements\12-selecting_the_right_auto_scaling_metrics.mp4
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02-Create_And_Script_Infrastructure_Based_On_Existing_Architecture_And_Requirements\13-create_and_script_infrastructure_based_on_existing_architecture_and_requirements_review_part1.mp4
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02-Create_And_Script_Infrastructure_Based_On_Existing_Architecture_And_Requirements\14-create_and_script_infrastructure_based_on_existing_architecture_and_requirements_review_part2.mp4
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03-Use_Automated_Orchestration_Tools_To_Set_Up_Continuous_Integration_And_Continuous_Delivery_CICD_Pipelines\01-understanding_cicd_principles.mp4
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03-Use_Automated_Orchestration_Tools_To_Set_Up_Continuous_Integration_And_Continuous_Delivery_CICD_Pipelines\02-what_is_aws_codepipeline.mp4
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03-Use_Automated_Orchestration_Tools_To_Set_Up_Continuous_Integration_And_Continuous_Delivery_CICD_Pipelines\03-what_is_aws_codebuild.mp4
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03-Use_Automated_Orchestration_Tools_To_Set_Up_Continuous_Integration_And_Continuous_Delivery_CICD_Pipelines\04-what_is_aws_codedeploy.mp4
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03-Use_Automated_Orchestration_Tools_To_Set_Up_Continuous_Integration_And_Continuous_Delivery_CICD_Pipelines\05-demo_using_codepipeline.mp4
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03-Use_Automated_Orchestration_Tools_To_Set_Up_Continuous_Integration_And_Continuous_Delivery_CICD_Pipelines\06-automated_data_integration_and_ingestion.mp4
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03-Use_Automated_Orchestration_Tools_To_Set_Up_Continuous_Integration_And_Continuous_Delivery_CICD_Pipelines\07-version_control_using_git.mp4
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03-Use_Automated_Orchestration_Tools_To_Set_Up_Continuous_Integration_And_Continuous_Delivery_CICD_Pipelines\08-how_code_repositories_and_pipelines_work_together.mp4
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03-Use_Automated_Orchestration_Tools_To_Set_Up_Continuous_Integration_And_Continuous_Delivery_CICD_Pipelines\09-invoking_pipelines.mp4
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03-Use_Automated_Orchestration_Tools_To_Set_Up_Continuous_Integration_And_Continuous_Delivery_CICD_Pipelines\10-blue_green_deployment_strategy_.mp4
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03-Use_Automated_Orchestration_Tools_To_Set_Up_Continuous_Integration_And_Continuous_Delivery_CICD_Pipelines\11-canary_deployment_strategy_.mp4
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03-Use_Automated_Orchestration_Tools_To_Set_Up_Continuous_Integration_And_Continuous_Delivery_CICD_Pipelines\12-linear_deployment_strategy_.mp4
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03-Use_Automated_Orchestration_Tools_To_Set_Up_Continuous_Integration_And_Continuous_Delivery_CICD_Pipelines\13-automating_model_build_and_deployment.mp4
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03-Use_Automated_Orchestration_Tools_To_Set_Up_Continuous_Integration_And_Continuous_Delivery_CICD_Pipelines\14-automation_using_amazon_eventbridge.mp4
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03-Use_Automated_Orchestration_Tools_To_Set_Up_Continuous_Integration_And_Continuous_Delivery_CICD_Pipelines\15-using_sagemaker_pipelines.mp4
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03-Use_Automated_Orchestration_Tools_To_Set_Up_Continuous_Integration_And_Continuous_Delivery_CICD_Pipelines\16-creating_automated_tests_in_cicd_pipelines.mp4
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03-Use_Automated_Orchestration_Tools_To_Set_Up_Continuous_Integration_And_Continuous_Delivery_CICD_Pipelines\17-best_practices_for_retraining_models.mp4
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03-Use_Automated_Orchestration_Tools_To_Set_Up_Continuous_Integration_And_Continuous_Delivery_CICD_Pipelines\18-use_automated_orchestration_tools_to_set_up_cicd_pipelines_review-part_1.mp4
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03-Use_Automated_Orchestration_Tools_To_Set_Up_Continuous_Integration_And_Continuous_Delivery_CICD_Pipelines\19-use_automated_orchestration_tools_to_set_up_cicd_pipelines_review-part_2.mp4
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04-Deployment_And_Orchestration_Of_ML_Workflows_Exam_Tips\01-reviewing_the_deployment_and_orchestration_of_ml_workflows_domain.mp4
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04-Deployment_And_Orchestration_Of_ML_Workflows_Exam_Tips\02-deployment_and_orchestration_of_ml_workflows_question_review_question_1.mp4
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04-Deployment_And_Orchestration_Of_ML_Workflows_Exam_Tips\03-deployment_and_orchestration_of_ml_workflows_question_review_question_2.mp4
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04-Deployment_And_Orchestration_Of_ML_Workflows_Exam_Tips\04-deployment_and_orchestration_of_ml_workflows_question_review_question_3.mp4
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04-Deployment_And_Orchestration_Of_ML_Workflows_Exam_Tips\05-deployment_and_orchestration_of_ml_workflows_question_review_question_4.mp4
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04-Deployment_And_Orchestration_Of_ML_Workflows_Exam_Tips\06-deployment_and_orchestration_of_ml_workflows_question_review_question_5.mp4
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04-Deployment_And_Orchestration_Of_ML_Workflows_Exam_Tips\07-deployment_and_orchestration_of_ml_workflows_question_review_question_6.mp4
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Exercise_Files\aws-certified-machine-learning-associate-machine-learning-workflows-development-orchestration.zip |
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LERNSTUF\lernstuf.nfo |
1,819 |
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LERNSTUF\lernstuf_introduction_2025.rar |
662,425 |
D97798A6 |
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| Total size: |
966,945,877 |
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