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Machine Learning Engineer
You will learn how to implement architectural best practices, explore cost optimization strategies, and develop design patterns to help you build cost-effective solutions on AWS.
Day 1
Module 1: Introduction to cloud financial management
- Introduction to cloud financial management
- Four pillars of cloud financial management
Module 2: Marking resources
- Marking of resources
- Hands-on lab: Cost optimization: controlling resource consumption with tagging and AWS Configuration
Module 3: Pricing and costs
- Pricing basics
- AWS Free Tier
- Volume discounts
- Savings plans and reserved instances
- Demonstration: AWS price calculator
Module 4: AWS billing, reporting and monitoring
- Understanding AWS invoices
- Reporting and planning
- AWS cost researchers
- AWS budgets
- Demonstration: AWS billing console
- Demonstration: AWS cost researcher
- Demonstration: Trusted advisor
- Hands-on lab: Cost optimization: Deploying ephemeral environments with Amazon EC2 Auto Scaling
- AWS cloud financial management for builders
- AWS classroom training
Day 2
Module 5: Architecture for Costs: Calculating
- Development of computing efficiency
- Amazon EC2 in right size
- Purchase options
- Monitoring and automation of Amazon CloudWatch
- Architect for Amazon EC2 spot instance
- Automate the provision of infrastructure
- Manage capacity to optimize the use of resources
- Effects of software licensing
- Serverless solutions to reduce costs
- Demonstration: Calculation optimizer
- Demonstration: Spot instance advisor
- Hands-On Lab: Cost Optimization: Right-Sizing Amazon EC2 Instances with Amazon CloudWatch Metrics
Module 6: Architecture for costs: Networking
- Data transmission costs
- Understanding data costs for various services
- How to triage network costs
- Hands-on lab: Cost optimization: Reducing data transfer costs with Amazon CloudFront and endpoints
- AWS cloud financial management for builders
- AWS classroom training
Day 3
Module 7: Architecture for costs: Storage
- Amazon EBS costs, prices and best practices
- Amazon S3 costs, prices and best practices
- Amazon EFS costs, prices and best practices
- Hands-on lab: Cost optimization: Reducing storage costs with Amazon S3 Lifecycle Management
Module 8: Architect for costs: Databases
- Amazon RDS costs, prices and best practices
- Costs, prices and best practices for Amazon Aurora
- Amazon DynamoDB: Costs, prices and best practices
- Amazon ElastiCache: costs, prices and best practices
- Amazon Redshift: costs, prices and best practices
Module 9: Cost control
- Foundation of AWS organizations
- AWS System Manager
Module 10: Course summary
- Course review
- Hands-on lab: Cost optimization: Reducing computation costs with the AWS Instance Scheduler
- Explanation of the costs of the AWS core services
- Determining and forecasting costs associated with current and future cloud workloads
- Use of strategies and best practices to reduce AWS costs
- Use of AWS tools to manage, monitor, alert and optimize your AWS costs
- Application of strategies for monitoring service costs and utilization
- Implementation of governance standards, including resource labeling, account structure, provisioning, authorizations and access
This course consists of training training and is led by a trainer who supervises the participants live. Theory and practice are taught with live demonstrations and practical exercises. The video conferencing software Zoom is used.
This course is aimed at the following job roles:
- Solution Architect
- CloudOps
- DevOps
- Financial Builder
The AWS Cloud Financial Management for Builders course is designed for individuals who want to optimize their financial management skills within the AWS cloud environment. This comprehensive course provides cloud architects, cloud operators, and developers responsible for building AWS-based platforms and workloads with valuable knowledge and practical techniques to effectively manage costs, maximize ROI, and increase financial efficiency in their AWS deployments.
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