Module 01
Course Introduction
3 videos
Select a bootcamp to explore its modules
AIF-C01
AWS Certified AI Practitioner Bootcamp
Module 1AI & Machine Learning Fundamentals14 videos
- 1.0AWS Bootcamp Kickoff – Setting Up Your AWS Account
- 1.1Introduction to AI/ML
- 1.2AI/ML Models, Algorithms and Learning Techniques
- 1.3How Transformer Models Work
- 1.4How Diffusion Models Work
- 1.5How Multimodal GenAI (GANs) Work
- 1.6Supervised vs Unsupervised Learning
- 1.7Semi-Supervised vs Reinforcement Learning
- 1.8Machine Learning Inferencing – Batch vs Real Time
- 1.9ML Inferencing at the Edge
- 1.10Feature Engineering
- 1.11Bias and Variance
- 1.12Self-Supervised Learning
- 1.13ML Model Evaluation
Module 2AWS Managed AI & ML Services13 videos
- 2.0AWS AI/ML Service Overview
- 2.1Amazon Comprehend Deep Dive
- 2.2Amazon Translate Deep Dive
- 2.3Amazon Rekognition Deep Dive
- 2.4Amazon Textract Deep Dive
- 2.5Amazon Lex Deep Dive
- 2.6Amazon Polly Deep Dive
- 2.7Amazon Transcribe Deep Dive
- 2.8Amazon Personalize Deep Dive
- 2.9Amazon Forecast Deep Dive
- 2.10Amazon Kendra Deep Dive
- 2.11Amazon Augmented AI Deep Dive
- 2.12Amazon Fraud Detector Deep Dive
Module 3ML Development & Generative AI on AWS13 videos
- 3.0Amazon SageMaker Deep Dive Part 01
- 3.1Amazon SageMaker Deep Dive Part 02
- 3.2Amazon SageMaker Deep Dive Part 03
- 3.3Amazon SageMaker Deep Dive Part 04
- 3.4Prompt Engineering Deep Dive
- 3.5Amazon Q Deep Dive
- 3.6Amazon Bedrock Deep Dive
- 3.7Amazon Bedrock Model Customization
- 3.8Amazon Bedrock Model Evaluation
- 3.9Amazon Bedrock Guardrails
- 3.10Amazon Bedrock RAG & Knowledge Base
- 3.11Amazon Bedrock Agent
- 3.12Amazon PartyRock Deep Dive
Module 4Responsible AI, Security & AI Infrastructure6 videos
Module 5AWS Security Services – Deep Dives7 videos
- 5.0Amazon Inspector: Deep Dive & Hands-On Demo
- 5.1AWS CloudTrail: Deep Dive & Hands-On Demo
- 5.2Amazon Macie: Deep Dive & Hands-On Demo
- 5.3Amazon GuardDuty: Deep Dive & Hands-On Demo
- 5.4AWS Artifact: Deep Dive & Hands-On Demo
- 5.5AWS Trusted Advisor: Deep Dive & Hands-On Demo
- 5.6AWS Audit Manager: Deep Dive & Hands-On Demo
Module 6AWS Analytics Services – Deep Dives3 videos
Module 7 - PRACTICE TESTPractice Test & Exam Strategy9 videos
- 7.1AIF-C01 Certification Practice Test – Set 01
- 7.2AIF-C01 Certification Practice Test – Set 02
- 7.3AIF-C01 Certification Practice Test – Set 03
- 7.4AIF-C01 Certification Practice Test – Set 04
- 7.5AIF-C01 Certification Practice Test – Set 05
- 7.6AIF-C01 Certification Practice Test – Set 06
- 7.7AIF-C01 Certification Practice Test – Set 07
- 7.8AIF-C01 Certification Practice Test – Set 08
- 7.9How to Schedule AWS Certification
CLF-C02
AWS Certified Cloud Practitioner Bootcamp
Domain 1:
Cloud Concepts
2 Modules
Domain 2:
Security & Compliance
3 Modules
Module 03
Identity and Access Management
9 videos
Note: Some modules in this domain are taken from the AWS Solution Architect Associate (SAA-C03) bootcamp.
Module 04
AWS Security Services
10 videos
Note: Some modules in this domain are taken from the AWS Solution Architect Associate (SAA-C03) bootcamp.
Module 05
AWS Compliance Services
4 videos
Note: Some modules in this domain are taken from the AWS Solution Architect Associate (SAA-C03) bootcamp.
Domain 3:
Cloud Technology & Services
10 Modules
Module 06
AWS Compute and Container Services
11 videos
Note: Some modules in this domain are taken from the AWS Solution Architect Associate (SAA-C03) bootcamp.
- 6.1Amazon EC2 Introduction
- 6.2Amazon EC2 - Instance Types & Purchase Options
- 6.3Amazon EC2 Scalability and Availability
- 6.4Amazon EC2 - Auto Scaling Group
- 6.5Amazon EC2 Cost Savings
- 6.6EC2 Auto Scaling with ALB and Target Groups - Demo
- 6.7Amazon ECS
- 6.8Amazon EKS
- 6.9Amazon ECR
- 6.10AWS Batch Deep Dive
- 6.11AWS Outposts – Hybrid Cloud
Module 07
AWS Storage Services
9 videos
Note: Some modules in this domain are taken from the AWS Solution Architect Associate (SAA-C03) bootcamp.
Module 08
AWS Database Services
7 videos
Note: Some modules in this domain are taken from the AWS Solution Architect Associate (SAA-C03) bootcamp.
Module 09
AWS Migration and DR Services
6 videos
Note:Some modules in this domain are taken from the AWS Solution Architect Associate (SAA-C03) bootcamp.
Module 10
AWS AI/ML and GenAI Services
13 videos
Note:Modules in this domain are taken from the AWS AI Practitioner (AIF-C01) bootcamp.
- 10.1AWS AI/ML Service Overview
- 10.2Amazon Comprehend Deep Dive
- 10.3Amazon Translate Deep Dive
- 10.4Amazon Rekognition Deep Dive
- 10.5Amazon Textract Deep Dive
- 10.6Amazon Lex Deep Dive
- 10.7Amazon Polly Deep Dive
- 10.8Amazon Transcribe Deep Dive
- 10.9Amazon Personalize Deep Dive
- 10.10Amazon Forecast Deep Dive
- 10.11Amazon Kendra Deep Dive
- 10.12Amazon Augmented AI Deep Dive
- 10.13Amazon Fraud Detector Deep Dive
Module 11
AWS Networking Services
8 videos
Note:Modules in this domain are taken from the AWS Solution Architect Associate (SAA-C03) bootcamp.
- 11.1Amazon VPC Core Concepts
- 11.2Amazon VPC Advanced Networking – Peer Review + NAT Gateway
- 11.3Amazon VPC Advanced Networking – VPC Endpoints + VPC Flow Logs
- 11.4AWS Transit Gateway Deep Dive
- 11.5AWS PrivateLink Deep Dive
- 11.6AWS Direct Connect Fundamentals
- 11.7AWS Site-to-Site VPN
- 11.8AWS Client VPN Deep Dive
Module 12
AWS Traffic Routing and Content Delivery Services
8 videos
Note:Modules in this domain are taken from the AWS Solution Architect Associate (SAA-C03) bootcamp.
Module 13
AWS Integration Services
5 videos
Note:Modules in this domain are taken from the AWS Solution Architect Associate (SAA-C03) bootcamp.
Module 14
AWS Serverless Services
4 videos
Note:Modules in this domain are common with the AWS Solution Architect Associate (SAA-C03) bootcamp.
Module 15
AWS Data Analytics Services Overview
5 videos
Note:Modules in this domain are taken from the AWS Solution Architect Associate (SAA-C03) bootcamp.
Domain 4:
Billing, Pricing & Support
1 Module
Practice Tests
Practice Exam Question Sets
8 Practice Tests
- SET 1AWS Cloud Practitioner – Practice Questions – Set 1
- SET 2AWS Cloud Practitioner – Practice Questions – Set 2
- SET 3AWS Cloud Practitioner – Practice Questions – Set 3
- SET 4AWS Cloud Practitioner – Practice Questions – Set 4
- SET 5AWS Cloud Practitioner – Practice Questions – Set 5
- SET 6AWS Cloud Practitioner – Practice Questions – Set 6
- SET 7AWS Cloud Practitioner – Practice Questions – Set 7
- SET 8AWS Cloud Practitioner – Practice Questions – Set 8
SAA-C03
AWS Certified Solutions Architect – Associate Bootcamp
Module 01Identity and Access Management14 Videos
- 1.0AWS Bootcamp Kickoff – Setting Up Your AWS Account
- 1.1AWS Free Tier Updates Explained
- 1.2AWS Global Infrastructure Deep Dive
- 1.3AWS Well-Architected Framework
- 1.4AWS IAM Overview
- 1.5AWS Shared Responsibility Model
- 1.6AWS CLI, AWS SDK, AWS CloudShell — Demo
- 1.7IAM Access Analyzer
- 1.8AWS Security Token Service (STS)
- 1.9AWS IAM Identity Federation
- 1.10AWS Directory Services
- 1.11AWS IAM Identity Center (AWS SSO)
- 1.12AWS Organizations
- 1.13AWS Control Tower
Module 02Compute - Amazon EC2 & Auto Scaling12 videos
- 2.0Amazon EC2 Deep Dive
- 2.1Amazon EC2 — Instance Types & Purchase Options
- 2.2Amazon EC2 — Networking
- 2.3Amazon EC2 — Storage (EBS)
- 2.4Amazon EC2 — Storage (EFS)
- 2.5Amazon EC2 — High Availability & Scalability
- 2.6Amazon EC2 — Application Load Balancer (ALB)
- 2.7Amazon EC2 — Application Load Balancer Demo
- 2.8Amazon EC2 — Network Load Balancer & GLB
- 2.9Amazon EC2 — Auto Scaling Group – Deep Dive
- 2.10Amazon EC2 — Auto Scaling Demo
- 2.11Amazon EC2 Cost Savings
Module 03Amazon Database Services12 videos
- 3.0AWS Database Services Overview
- 3.1Amazon RDS
- 3.2Amazon RDS — Demo
- 3.3Amazon Aurora
- 3.4Amazon Aurora — Serverless & Global Database
- 3.5Amazon RDS & Aurora Backup, DR & Cloning
- 3.6Amazon ElastiCache
- 3.7Amazon DynamoDB
- 3.8Amazon DynamoDB Accelerator (DAX)
- 3.9Advanced DynamoDB — Streams, Global Tables, TTL & Backup
- 3.10Amazon Neptune
- 3.11Amazon DocumentDB
Module 04Storage - Amazon S311 videos
- 4.0Amazon S3
- 4.1Amazon S3 — Storage Classes
- 4.2Amazon S3 — Bucket Encryption
- 4.3Amazon S3 — Performance Optimization
- 4.4Amazon S3 — Data Protection
- 4.5Amazon S3 — Object Lifecycle Rules
- 4.6Amazon S3 — Object Replication
- 4.7Amazon S3 — Analytics, Storage Lens & Batch
- 4.8Amazon S3 — Public Website Hosting
- 4.9Amazon S3 — Data Access and Auditing
- 4.10Amazon S3 — Advanced Features
Module 05Data Transfer, Migration and File Share10 videos
- 5.0AWS Snow Family Deep Dive
- 5.1AWS Storage Gateway Deep Dive
- 5.2AWS Transfer Family Deep Dive
- 5.3Amazon FSx Deep Dive
- 5.4AWS DataSync Deep Dive
- 5.5AWS Disaster Recovery Techniques
- 5.6AWS Backup: Deep Dive & Hands-On Demo
- 5.7AWS Database Migration Service Deep Dive
- 5.8AWS Application Migration Service Deep Dive
- 5.9AWS Elastic Disaster Recovery Deep Dive
Module 06AWS Security Services18 videos
- 6.0AWS Security Services Overview
- 6.1Amazon Inspector
- 6.2AWS CloudTrail
- 6.3Amazon Macie
- 6.4Amazon GuardDuty
- 6.5AWS Artifact
- 6.6AWS Trusted Advisor
- 6.7AWS Audit Manager
- 6.8AWS Secrets Manager
- 6.9AWS KMS
- 6.10AWS CloudHSM
- 6.11AWS Certificate Manager (ACM)
- 6.12AWS Shield
- 6.13AWS Web Application Firewall (WAF)
- 6.14AWS Network Firewall
- 6.15AWS Firewall Manager
- 6.16Amazon Cognito
- 6.17AWS Security Hub
Module 07AWS Networking & Content Delivery11 videos
- 7.0Amazon Route 53 Basics
- 7.1Amazon Route 53 Routing Policies
- 7.2Amazon Route 53 Health Check
- 7.3Amazon Route 53 Alias Record
- 7.4Amazon Global Accelerator Deep Dive
- 7.5Amazon Global Accelerator Advanced Concepts
- 7.6Amazon CloudFront – Deep Dive
- 7.7Amazon CloudFront – Caching
- 7.8Amazon CloudFront – Security
- 7.9Amazon CloudFront – Advanced Concepts
- 7.10Amazon CloudFront Demo
Module 08AWS Networking & Connectivity11 videos
- 8.0Amazon VPC Core Concepts
- 8.1Amazon VPC Advanced Networking – Peer Review + NAT Gateway
- 8.2Amazon VPC Advanced Networking – VPC Endpoints + VPC Flow Logs
- 8.3Amazon VPC Advanced Architecture
- 8.4Amazon VPC Hands-On Demo
- 8.5AWS Transit Gateway Deep Dive
- 8.6AWS Transit Gateway Hands-On Demo
- 8.7AWS PrivateLink Deep Dive
- 8.8AWS Direct Connect Fundamentals
- 8.9AWS Site-to-Site VPN
- 8.10AWS Client VPN Deep Dive
Module 09AWS Messaging & Integration Services8 videos
Module 10AWS Compute & Containers Services5 videos
Module 11Serverless Computing5 videos
Module 12AWS Machine Learning Services13 videos
Note: Modules in this domain are shared with the AIF-C01 AI Practitioner bootcamp.
- 12.0AWS AI/ML Service Overview
- 12.1Amazon Comprehend Deep Dive
- 12.2Amazon Translate Deep Dive
- 12.3Amazon Rekognition Deep Dive
- 12.4Amazon Textract Deep Dive
- 12.5Amazon Lex Deep Dive
- 12.6Amazon Polly Deep Dive
- 12.7Amazon Transcribe Deep Dive
- 12.8Amazon Personalize Deep Dive
- 12.9Amazon Forecast Deep Dive
- 12.10Amazon Kendra Deep Dive
- 12.11Amazon Augmented AI Deep Dive
- 12.12Amazon Fraud Detector Deep Dive
Module 13ML Development & Generative AI on AWS10 videos
Note: Modules in this domain are shared with the AIF-C01 AI Practitioner bootcamp.
- 13.0Amazon SageMaker Deep Dive Part 01
- 13.1Amazon SageMaker Deep Dive Part 02
- 13.2Amazon SageMaker Deep Dive Part 03
- 13.3Amazon SageMaker Deep Dive Part 04
- 13.4Amazon Q Deep Dive
- 13.5Amazon Bedrock Deep Dive
- 13.6Amazon Bedrock Guardrails
- 13.7Amazon Bedrock RAG & Knowledge Base
- 13.8Amazon Bedrock Agent
- 13.9Amazon PartyRock Deep Dive
Module 14AWS Analytics Services Overview6 videos
Module 15Other AWS Services Overview2 videos
Module 16 - PRACTICE TESTPractice Tests & Exam Success Tips8 tests
MLA-C02
AWS Certified Machine Learning Engineer – Associate Bootcamp
PRACTICE TESTCertification Practice Question Sets4 Practice Test
DVA-C03
AWS Certified Developer – Associate Practice Tests
PRACTICE TESTCertification Practice Question Sets4 Practice Test