DevOps using Machine Learning - Amazon Web Services (AWS) Tutorial

Contents

• Introduction Introduction

  • What is the best way to use AWS?

    54s
  • How to choose AWS services

    3m 32s
  • Visualizing the cloud in the real world

    1m 37s
• 1. On-Premises to AWS 1. On-Premises to AWS

  • On-premises infrastructure

    4m 43s
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    Birth of the cloud: EC2 and S3

    5m 6s
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    Where in the world are your AWS services?

    2m 56s
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    Faster speeds with Local Zones and Wavelength Zones

    1m 30s
• 2. AWS Essential Setup 2. AWS Essential Setup

  • The AWS root account

    3m 51s
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    AWS Identity Center

    2m 39s
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    Creating a new user

    6m 40s
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    Break down the bill in AWS

    6m 12s
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    Setting a budget to save money

    1m 36s
• 3. IaaS Compute 3. IaaS Compute

  • Creating an EC2 instance

    2m 29s
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    Choosing the right EC2 instance type

    5m 26s
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    Creating a key pair

    3m 31s
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    Setting up a web server

    5m 36s
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    Stopping and starting vs. rebooting instances

    2m 28s
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    Right-sizing with EC2 autoscaling

    2m 24s
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    Creating backups with an AMI Snapshot

    4m 41s
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    Saving money in EC2

    3m 18s
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    Challenge: Restore an EC2 instance

    25s
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    Solution: Restore an EC2 instance

    2m 14s
• 4. IaaS Networking 4. IaaS Networking

  • Using security groups as firewalls

    2m 21s
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    Editing security groups

    6m 34s
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    Virtual Private Cloud (VPC)

    4m 1s
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    Public and private subnets

    2m 23s
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    Internet and NAT gateways

    4m 36s
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    Static addresses with Elastic IPs

    4m 56s
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    Using VPNs to access private subnets

    3m 23s
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    Scaling with Elastic Load Balancer (ELB)

    2m 46s
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    Creating an Application Load Balancer (ALB)

    7m 9s
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    Pointing a domain to your EC2s with Route 53

    6m 57s
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    Challenge: Add a server to your load balancer

    26s
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    Solution: Add a server to your load balancer

    2m 39s
• 5. IaaS Storage 5. IaaS Storage

  • Hard drives with Elastic Block Store (EBS)

    4m 58s
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    Storing passwords with Secrets Manager

    3m 26s
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    NAS with Elastic File System (EFS)

    3m 18s
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    Web storage with Simple Storage Service (S3)

    2m 53s
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    Uploading a file to S3 from the AWS CLI

    9m 10s
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    IAM roles for EC2

    3m 53s
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    Using the SDK to create a file within S3

    3m 7s
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    Putting together all of the IAM resources

    3m 49s
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    Long-term storage with S3 Glacier

    4m 2s
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    Serving content faster with CloudFront

    5m 45s
• 6. Database as a Service (DBaaS) 6. Database as a Service (DBaaS)

  • What is database as a service (DBaaS)?

    3m 46s
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    Relational Database Service (RDS)

    4m 40s
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    Create an Aurora database

    7m 52s
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    NoSQL databases

    1m 54s
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    In-memory caches

    1m 24s
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    Big data databases

    3m 30s
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    Data Analytics in AWS

    2m 31s
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    Challenge: Aurora

    1m 27s
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    Solution: Aurora

    2m 17s
• 7. Platform as a Service (PaaS) 7. Platform as a Service (PaaS)

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    Hosting web apps with Elastic Beanstalk

    1m 32s
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    Running containers on AWS

    5m 20s
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    Using Kubernetes with AWS

    2m 26s
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    Serverless functions with Lambda

    1m 42s
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    Create a Lambda function

    3m 40s
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    Challenge: Lambda function

    49s
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    Solution: Lambda function

    3m 14s
• 8. Application Integration 8. Application Integration

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    Buffering data with a message queue

    3m 6s
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    EventBridge

    4m 8s
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    Designing backend APIs

    2m 5s
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    Managing long-running jobs

    2m 10s
• 9. Software as a Service (SaaS) 9. Software as a Service (SaaS)

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    User authentication for your app

    3m 25s
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    Helpful machine learning services

    3m 13s
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    Artificial intelligence models and tools

    2m 19s
• 10. DevOps with AWS 10. DevOps with AWS

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    What is DevOps?

    2m 25s
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    Continuous integration and deployment (CI/CD)

    2m 38s
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    Developer tools within AWS

    1m 6s
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    Infrastructure as Code with AWS

    4m 37s
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    Monitoring with CloudWatch

    3m 23s
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    Log monitoring with AWS

    1m 51s
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    DevOps using Machine Learning

    1m 56s
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    Challenge: Cloudwatch

    41s
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    Solution: Cloudwatch

    1m 32s
• 11. Security on AWS 11. Security on AWS

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    AWS Shield and firewalls with WAF

    2m 24s
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    Spot issues with Inspector, GuardDuty, and Macie

    3m 6s
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    Manage EC2 with Systems Manager

    1m 38s
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    Traceability with CloudTrail and Security Hub

    1m 39s
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    Investigate threats with AWS Detective

    57s
• 12. AWS the Right Way 12. AWS the Right Way

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    AWS Well-Architected Framework

    7m 53s
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    Cloud Adoption Framework (CAF)

    4m 59s
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    Keep in the know with AWS

    1m 37s
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    Getting help from AWS Support

    2m 15s
• Conclusion Conclusion

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    Check for unwanted charges

    58s
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    AWS Cloud Practitioner Certification (CLF-C02)

    3m 23s