~Get Your Files Here !/Lesson 2 Exploratory Data Analysis/004. 2.3 Analyze data for machine learning.mp4 27.0 MB
~Get Your Files Here !/Lesson 2 Exploratory Data Analysis/002. 2.1 Sanitize and prepare data for modeling.mp4 26.2 MB
~Get Your Files Here !/Lesson 1 Data Engineering/003. 1.2 Identify and implement a data ingestion solution.mp4 25.8 MB
~Get Your Files Here !/Lesson 4 Evaluating Models/006. 4.5 Implement machine learning best practices.mp4 25.7 MB
~Get Your Files Here !/Lesson 1 Data Engineering/002. 1.1 Create data repositories for machine learning.mp4 25.5 MB
~Get Your Files Here !/Lesson 3 Training Models/003. 3.2 Select the appropriate model for a machine learning problem.mp4 24.2 MB
~Get Your Files Here !/Lesson 3 Training Models/002. 3.1 Frame business problems as machine learning problems.mp4 23.5 MB
~Get Your Files Here !/Lesson 4 Evaluating Models/003. 4.2 Use other methods for hyperparameter optimization.mp4 23.3 MB
~Get Your Files Here !/Lesson 3 Training Models/005. 3.4 Train machine learning models.mp4 23.3 MB
~Get Your Files Here !/Lesson 1 Data Engineering/005. 1.4 Identify and implement a data transformation solution.mp4 23.1 MB
~Get Your Files Here !/Lesson 5 Machine Learning Implementation and Operations/006. 5.5 Deploy and operationalize machine learning solutions.mp4 23.0 MB
~Get Your Files Here !/Lesson 1 Data Engineering/004. 1.3 Decide between ingestion tools.mp4 22.4 MB
~Get Your Files Here !/Lesson 2 Exploratory Data Analysis/005. 2.4 Visualize data for machine learning.mp4 22.1 MB
~Get Your Files Here !/Lesson 4 Evaluating Models/005. 4.4 Compare models with different metrics.mp4 21.8 MB
~Get Your Files Here !/Lesson 5 Machine Learning Implementation and Operations/005. 5.4 Apply basic AWS security practices to machine learning solutions.mp4 21.6 MB
~Get Your Files Here !/Lesson 3 Training Models/007. 3.6 Get some practice questions and exercises.mp4 21.4 MB
~Get Your Files Here !/Lesson 2 Exploratory Data Analysis/003. 2.2 Perform feature engineering.mp4 21.0 MB
~Get Your Files Here !/Lesson 5 Machine Learning Implementation and Operations/003. 5.2 Address scaling concerns.mp4 20.7 MB
~Get Your Files Here !/Lesson 5 Machine Learning Implementation and Operations/002. 5.1 Build machine learning solutions for production.mp4 20.5 MB
~Get Your Files Here !/Introduction/001. AWS Certified Machine Learning Specialty Introduction.mp4 20.3 MB
~Get Your Files Here !/05 - 4. Proactive Resource Management with CloudWatch Alarms/03 - Configuring actions for CloudWatch alarms.mp4 25.5 MB
~Get Your Files Here !/02 - 1. Monitoring Services Using CloudWatch Metrics/05 - Collecting custom metrics.mp4 22.2 MB
~Get Your Files Here !/04 - 3. Logging Using CloudWatch/04 - Setting up the CloudWatch agent on Linux.mp4 20.1 MB
~Get Your Files Here !/04 - 3. Logging Using CloudWatch/05 - Setting up the CloudWatch agent on Windows.mp4 19.1 MB
~Get Your Files Here !/07 - 6. Automating Application Monitoring with Synthetic Canaries/03 - Monitoring APIs with synthetic canaries.mp4 18.2 MB
~Get Your Files Here !/04 - 3. Logging Using CloudWatch/02 - Creating log metrics.mp4 17.6 MB
~Get Your Files Here !/08 - 7. Optimizing User Experience with AWS RUM/03 - Understanding AWS RUM data and metrics.mp4 16.6 MB
~Get Your Files Here !/03 - 2. Working with Metric Math Expressions/01 - Using metric math expressions.mp4 16.5 MB
~Get Your Files Here !/09 - 8. Monitoring Internet Performance with AWS Internet Monitor/03 - Analyzing and visualizing AWS Internet Monitor data.mp4 15.9 MB
~Get Your Files Here !/04 - 3. Logging Using CloudWatch/01 - Querying logs for Insights.mp4 15.0 MB
~Get Your Files Here !/02 - 1. Monitoring Services Using CloudWatch Metrics/06 - Streaming metrics.mp4 14.9 MB
~Get Your Files Here !/08 - 7. Optimizing User Experience with AWS RUM/02 - Enabling AWS RUM for your application.mp4 14.4 MB
~Get Your Files Here !/05 - 4. Proactive Resource Management with CloudWatch Alarms/02 - Creating CloudWatch alarms.mp4 12.4 MB
~Get Your Files Here !/06 - 5. End-to-End Application Monitoring with AWS X-Ray/03 - Tracing requests and analyzing traces in X-Ray.mp4 12.3 MB
~Get Your Files Here !/06 - 5. End-to-End Application Monitoring with AWS X-Ray/04 - Integrating X-Ray with other AWS services.mp4 11.0 MB
~Get Your Files Here !/07 - 6. Automating Application Monitoring with Synthetic Canaries/02 - Creating a simple synthetic canary.mp4 10.5 MB
~Get Your Files Here !/08 - 7. Optimizing User Experience with AWS RUM/04 - Setting up alerts for AWS RUM metrics.mp4 10.4 MB
~Get Your Files Here !/03 - 2. Working with Metric Math Expressions/02 - Creating custom metric math expressions.mp4 10.1 MB
~Get Your Files Here !/02 - 1. Monitoring Services Using CloudWatch Metrics/02 - Preparing your environment.mp4 10.1 MB
~Get Your Files Here !/09 - 8. Monitoring Internet Performance with AWS Internet Monitor/02 - Configuring AWS Internet Monitor for your environment.mp4 10.0 MB
~Get Your Files Here !/aws.sysops.admin-implement.cost.optimization.strategies/01. Managing the Utilization of Resources in AWS/02. Visualizing Data with AWS Cost Explorer.mp4 17.8 MB
~Get Your Files Here !/aws.sysops.admin-implement.cost.optimization.strategies/01. Managing the Utilization of Resources in AWS/04. Setting Up Alerts with AWS Budgets and Billing Alarms.mp4 16.0 MB
~Get Your Files Here !/aws.sysops.admin-implement.cost.optimization.strategies/02. Assessing Resource Usage Patterns in AWS/11. Utilizing Spare Compute Capacity with Spot Instances.mp4 13.6 MB
~Get Your Files Here !/aws.sysops.admin-implement.cost.optimization.strategies/03. Transitioning to Managed Services in AWS/15. Opportunities to Use Managed Storage and Database Services.mp4 13.0 MB
~Get Your Files Here !/aws.sysops.admin-implement.cost.optimization.strategies/03. Transitioning to Managed Services in AWS/14. Opportunities to Use Managed Compute Services.mp4 8.6 MB
~Get Your Files Here !/aws.sysops.admin-implement.cost.optimization.strategies/02. Assessing Resource Usage Patterns in AWS/10. Reducing Cost with Reserved Instances and Savings Plans.mp4 7.1 MB
~Get Your Files Here !/aws.sysops.admin-implement.cost.optimization.strategies/01. Managing the Utilization of Resources in AWS/05. Optimizing Infrastructure with AWS Trusted Advisor Checks.mp4 6.6 MB
~Get Your Files Here !/aws.sysops.admin-implement.cost.optimization.strategies/01. Managing the Utilization of Resources in AWS/01. Course and Exam Overview.mp4 6.4 MB
~Get Your Files Here !/aws.sysops.admin-implement.cost.optimization.strategies/01. Managing the Utilization of Resources in AWS/03. Tagging Cost Allocation Resources.mp4 6.3 MB
~Get Your Files Here !/aws.sysops.admin-implement.cost.optimization.strategies/01. Managing the Utilization of Resources in AWS/06. Evaluating Workloads with AWS Compute Optimizer.mp4 6.2 MB
~Get Your Files Here !/aws.sysops.admin-implement.cost.optimization.strategies/02. Assessing Resource Usage Patterns in AWS/09. EC2 Purchasing Options.mp4 6.1 MB
~Get Your Files Here !/aws.sysops.admin-implement.cost.optimization.strategies/02. Assessing Resource Usage Patterns in AWS/12. Practice Questions for the Exam.mp4 5.1 MB
~Get Your Files Here !/aws.sysops.admin-implement.cost.optimization.strategies/03. Transitioning to Managed Services in AWS/13. Managed Services in AWS.mp4 4.6 MB
~Get Your Files Here !/aws.sysops.admin-implement.cost.optimization.strategies/01. Managing the Utilization of Resources in AWS/07. Estimating Cost with AWS Pricing Calculator.mp4 4.5 MB
~Get Your Files Here !/aws.sysops.admin-implement.cost.optimization.strategies/01. Managing the Utilization of Resources in AWS/08. Practice Questions for the Exam.mp4 4.2 MB
~Get Your Files Here !/aws.sysops.admin-implement.cost.optimization.strategies/03. Transitioning to Managed Services in AWS/17. Practice Questions for the Exam.mp4 4.1 MB
~Get Your Files Here !/aws.sysops.admin-implement.cost.optimization.strategies/03. Transitioning to Managed Services in AWS/16. Opportunities to Use Application and Automation Managed Services.mp4 3.7 MB
~Get Your Files Here !/aws.sysops.admin-implement.cost.optimization.strategies/Exercise Files/01/managing-the-utilization-of-resources-in-aws-slides.pdf 2.5 MB
~Get Your Files Here !/aws.sysops.admin-implement.cost.optimization.strategies/Exercise Files/03/transitioning-to-managed-services-in-aws-slides.pdf 1.7 MB
~Get Your Files Here !/aws.sysops.admin-implement.cost.optimization.strategies/Exercise Files/02/assessing-resource-usage-patterns-in-aws-slides.pdf 1.6 MB