Master AWS Speed Coding with ChatGPT

Outline

(Length of current course content: ~10 hours 5 minutes)

Module 01: Introduction to Speed Coding with ChatGPT

(~31 minutes)

Explore the transformative potential of AI in coding with this foundational module. Learn the principles of speed coding and how ChatGPT acts as a powerful tool for coding assistance, generating solutions, and solving problems efficiently within AWS environments. By the end of this module, you'll understand how to leverage AI to streamline and enhance your AWS development workflows.

• Course Introduction (6.73 minutes )
• Introduction to ChatGPT and GenAI basics (6.02 minutes )
• Speed Coding Strategies Techniques and Workflows (5.97 minutes )
• Prompt Engineering (3.99 minutes )
• Demo: Prompt Engineering (8.72 minutes )

Module 02: Preparing Your AWS Development Environment and Tools

(~3 hours 5 minutes)

Set up for success by configuring the essential tools needed throughout this course. This module introduces AWS Identity and Access Management (IAM) concepts and core AWS development tools, including the AWS Command Line Interface (CLI), AWS CloudFormation, and the AWS Serverless Application Model (SAM). Gain practical insights into their purpose and usage, laying the groundwork for efficient development in AWS.

• Module Overview (1.93 minutes )
• Demo: Creating an AWS Account (8.86 minutes )
• IAM Resources Overview (16.43 minutes ) optional for experienced users
• Demo: Creating IAM Users Groups and Policies (14.12 minutes ) optional for experienced users
• Demo: Creating IAM Managed Policies and User Groups Part 1 (10.62 minutes ) optional for experienced users
• Demo: Creating IAM Managed Policies and User Groups Part 2 (12.7 minutes ) optional for experienced users
• Demo: Creating IAM Roles (12.12 minutes ) optional for experienced users
• Demo: Creating Course Resources (12.01 minutes )
• Demo: Installing the AWS CLI (4.66 minutes )
• Demo: AWS CLI Configuration (14.35 minutes )
• Demo: AWS CLI Basics (18.96 minutes ) optional for experienced users
• Introduction to AWS CloudFormation (6.21 minutes ) optional for experienced users
• Demo: AWS CloudFormation Basics (18.66 minutes ) optional for experienced users
• Introduction to Docker (3.19 minutes ) optional for experienced users
• Demo: Install Docker (2.63 minutes ) optional for experienced users
• Demo: Docker Basics (10.92 minutes ) optional for experienced users
• Introduction to AWS SAM (3.83 minutes ) optional for experienced users
• Demo: Installing AWS SAM (2.82 minutes )
• Demo: Getting Started with AWS SAM (10.73 minutes ) optional for experienced users

Module 03: Using ChatGPT with Core AWS Services

(~4 hours 51 minutes)

Discover how ChatGPT can assist with key AWS services to simplify and accelerate your workflows. This module covers using ChatGPT to interact with services such as Amazon API Gateway, AWS Lambda, Amazon DynamoDB, Amazon Simple Storage Service (S3), Amazon Elastic Compute Cloud (EC2), and Amazon Relational Database Service (RDS). Learn to integrate and optimize these services with AI-powered support.

• Creating AWS IAM Resources (2.78 minutes )
• Demo: Automating AWS IAM Role and Policy Creation for AWS Services (5.97 minutes )
• Demo: Creating Temporary IAM Credentials using AWS STS (3.0 minutes )
• Demo: Managing IAM Users and Groups (8.96 minutes )
• Challenge Create an IAM Role for EKS with Admin access (1.2 minutes )
• Introduction to Working with API Gateway Lambda and S3 (7.43 minutes )
• Demo: Automating a serverless api with API gateway Lambda and S3 (11.67 minutes )
• Demo: Generate Secure PreSigned URLs for S3 Downlaods (12.66 minutes )
• Modifying Prompts to deal with Evolving Technologies (3.99 minutes )
• Introduction to CloudFront (3.94 minutes )
• Demo: Set Up S3 Static Website Hosting and Amazon CloudFront Part 1 (12.2 minutes )
• Demo: Set Up S3 Static Website Hosting and Amazon CloudFront Part 2 (10.47 minutes )
• Creating VPC Resources Lesson Introduction (0.66 minutes )
• VPC Resources Overview (17.12 minutes )
• Demo: Creating an AWS VPC with Private Subnets (12.94 minutes )
• Demo: Creating an AWS VPC with Public and Private Subnets Part 1 (13.3 minutes )
• Demo: Creating an AWS VPC with Public and Private Subnets Part 2 (13.65 minutes )
• Hands On Challenge (2.3 minutes )
• Using ChatGPT With Databases Lesson Introduction (0.67 minutes )
• Introduction to Amazon Databases (4.99 minutes )
• Demo: Creating an Amazon RDS Postgres Multi AZ Database Part 1 (11.59 minutes )
• Demo: Creating an Amazon RDS Postgres Multi AZ Database Part 2 (8.93 minutes )
• Demo: Designing and Creating an Amazon DynamoDB Table (15.96 minutes )
• Hands On Challenge (0.69 minutes )
• Creating Amazon EC2 Resources Lesson Introduction (0.93 minutes )
• Introduction to Amazon EC2 Core Concepts (15.39 minutes )
• Demo: Creating an IAM Role for EC2 Instances (10.32 minutes )
• Demo: Creating a User Data Script for EC2 Instances (15.07 minutes )
• Demo: Creating an EC2 Launch Template (22.51 minutes )
• Demo: Creating an ALB (11.58 minutes )
• Demo: Creating an EC2 Auto Scaling Group Part 1 (16.86 minutes )
• Demo: Creating an EC2 Auto Scaling Group Part 2 (10.4 minutes )
• Hands on Challenge (1.49 minutes )

Module 04: Creating an AWS Serverless Solution with ChatGPT

(~41 minutes)

Take your skills further by building an end-to-end serverless solution in AWS using ChatGPT. This module demonstrates how to combine multiple services, automate workflows, and implement serverless architecture, showcasing the power of ChatGPT in crafting comprehensive, scalable solutions.

• Creating a Serverless Solution with ChatGPT Module Introduction (0.77 minutes )
• Solution Requirements and Applications of ChatGPT (1.95 minutes )
• Demo: Create a ChatGPT prompt to create other ChatGPT prompts (8.18 minutes )
• Demo: Serverless Solution Implementation Part 1 (11.6 minutes )
• Demo: Serverless Solution Implementation Part 2 (12.02 minutes )
• Demo: Serverless Solution Implementation Part 3 (7.32 minutes )

Module 05: Accelerating AWS Infrastructure with ChatGPT and the AWS CDK

(~44 minutes)

In this module, you'll discover how to rapidly build, deploy, and manage AWS infrastructure using the AWS Cloud Development Kit (CDK)—with a powerful assist from ChatGPT. Learn how to convert high-level architecture ideas into deployable code in minutes, automate repetitive tasks, and streamline infrastructure-as-code development with AI-powered prompts. This module is ideal for developers, DevOps engineers, and cloud architects looking to supercharge their AWS workflows using the combined power of CDK and ChatGPT.

• Accelerating AWS Infrastructure with ChatGPT and the AWS CDK Module Introduction (0.98 minutes )
• Introduction to the AWS CDK (6.39 minutes )
• Demo: Installing AWS CDK Prerequisites (2.53 minutes )
• Demo: S3 Automated Notifications using CDK L2 Constructs (19.77 minutes )
• Demo: Deploy a Web Application to ECS Fargate Using the CDK (15.09 minutes )

Module 06: Capstone Challenge and Wrap-up

(~10 minutes)

In this final module, you will put your AWS speed coding skills to the test. Apply everything you have learned to complete a real-world challenge—designed to simulate a practical, end-to-end cloud solution. You will design, build, and deploy an AWS-based application with minimal guidance, demonstrating your ability to work independently and effectively. We will also reflect on key concepts, review best practices, and explore next steps in your cloud development journey.

• Capstone Challenge (7.64 minutes )
• Course Wrap Up (2.42 minutes )