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📊 Data & Tech Skills
Featured

AWS Lambda

This comprehensive course on AWS Lambda covers everything you need to know about serverless computing and how to use AWS...

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Sections

1. Introduction to Serverless Computing
4 views

An overview of serverless architectures, benefits, and use cases.

10 topics (10 versions)
1.1What is Serverless Computing?
3
1.2Benefits of Serverless Architectures
1.3Use Cases for Serverless
1.4AWS Ecosystem Overview
1.5How Serverless Differs from Traditional Computing
1.6Key Concepts in Serverless
1.7Introduction to AWS Lambda
1.8Understanding Event-Driven Architecture
1.9Exploring Other Serverless Services
1.10Challenges and Limitations of Serverless
1

2. Getting Started with AWS Lambda
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Setting up your AWS account and getting familiar with the Lambda console.

10 topics (10 versions)
2.1Creating an AWS Account
1
2.2Navigating the AWS Management Console
2.3Understanding Lambda Pricing
2.4Creating Your First Lambda Function
2.5Lambda Function Configuration
2.6IAM Roles and Permissions
2.7Testing Lambda Functions
2.8Using the AWS CLI for Lambda
2.9Lambda Function Lifecycle
2.10Exploring Lambda Execution Environment

3. Lambda Function Basics
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Understanding the core components and structure of a Lambda function.

10 topics (10 versions)
3.1Lambda Function Handlers
3
3.2Supported Languages
3.3Lambda Function Code Structure
3.4Environment Variables
3.5Lambda Memory and Timeout Settings
3.6Deploying Code to Lambda
3.7Using Lambda Layers
3.8Working with Deployment Packages
3.9Versioning and Aliases
3.10Logging and Monitoring Lambda Functions

4. Event Sources and Triggers
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Exploring various event sources that can trigger Lambda functions.

10 topics (10 versions)
4.1Understanding Event Sources
3
4.2S3 Event Triggers
4.3API Gateway as a Trigger
4.4DynamoDB Streams
4.5CloudWatch Events and Rules
4.6SNS and SQS Integration
2
4.7Step Functions and Lambda
4.8Scheduled Events with CloudWatch
4.9Kinesis Data Streams
4.10Testing Event Sources

5. Integrating AWS Services with Lambda
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How to integrate other AWS services seamlessly with Lambda.

10 topics (10 versions)
5.1Integrating with Amazon S3
2
5.2Using Lambda with DynamoDB
5.3Connecting to RDS Databases
5.4Sending Notifications with SNS
5.5Processing Messages from SQS
5.6Using Lambda with API Gateway
5.7Interfacing with AWS Step Functions
5.8Working with AWS CloudFormation
5.9Integrating with AWS IoT
5.10Using Lambda with CloudWatch

6. Best Practices for AWS Lambda
3 views

Exploring best practices for developing and managing Lambda functions.

10 topics (10 versions)
6.1Performance Optimization
3
6.2Cost Management Strategies
6.3Security Best Practices
6.4Monitoring and Logging
6.5Error Handling and Retries
6.6Code Organization Strategies
6.7Using Infrastructure as Code
6.8Optimizing Cold Starts
6.9Setting Up CI/CD for Lambda
6.10Documentation and Versioning

7. Error Handling and Debugging in Lambda
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Techniques for error handling, debugging, and troubleshooting Lambda functions.

10 topics (10 versions)
7.1Understanding Lambda Errors
3
7.2Using CloudWatch Logs for Debugging
7.3Implementing Error Handling Logic
7.4Debugging Locally with SAM CLI
7.5Setting Up Alerts for Errors
7.6Using X-Ray for Tracing
7.7Common Lambda Issues
7.8Best Practices for Debugging
7.9Logging Strategies
7.10Handling Failure Scenarios

8. Monitoring and Security in AWS Lambda
3 views

Understanding the monitoring and security aspects of AWS Lambda.

10 topics (10 versions)
8.1Using CloudWatch for Monitoring
3
8.2Setting Up Custom Metrics
8.3Security Best Practices for Lambda
8.4IAM Policies and Roles
8.5Network Security and VPC Integration
8.6Data Protection Strategies
8.7Auditing Lambda Functions
8.8Third-Party Security Tools
8.9Compliance and Governance
8.10Incident Response Planning

9. Advanced Topics in AWS Lambda
7 views

Exploring advanced concepts and features in AWS Lambda.

10 topics (10 versions)
9.1Creating Custom Runtimes
7
9.2Using Provisioned Concurrency
9.3Lambda Function URLs
9.4Managing Concurrent Executions
9.5Integrating with Machine Learning Services
9.6Using Lambda with Containers
9.7Event Source Mapping
9.8Optimizing Performance with Memory and Timeout
9.9Using Lambda for Machine Learning Inference
9.10Exploring the AWS Lambda API

10. Serverless Application Development
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Building full-fledged applications using AWS Lambda and other AWS services.

10 topics (10 versions)
10.1Understanding the Serverless Framework
1
10.2Building a RESTful API with Lambda
10.3Creating Event-Driven Applications
10.4Deploying Serverless Applications
10.5Using AWS SAM for Development
10.6Integrating Frontend with Backend Services
10.7Creating Serverless Microservices
1
10.8Continuous Integration with Serverless
10.9Performance Testing Serverless Applications
10.10Scaling Serverless Applications

11. Case Studies and Real-World Applications
4 views

Examining case studies and deploying real-world serverless applications.

10 topics (10 versions)
11.1Case Study: E-commerce Application
3
11.2Case Study: Data Processing Pipeline
1
11.3Case Study: Real-Time Analytics
11.4Case Study: IoT Applications
11.5Case Study: Chatbots using Lambda
11.6Case Study: Serverless Web Applications
11.7Lessons Learned from Real-World Implementations
11.8Success Stories of Serverless Adoption
11.9Challenges Faced by Organizations
11.10Future Directions for Serverless Computing

12. Conclusion and Future of AWS Lambda
6 views

Summarizing the course and discussing the future of AWS Lambda and serverless technology.

10 topics (10 versions)
12.1Key Takeaways from the Course
6
12.2Emerging Trends in Serverless Computing
12.3Future of AWS Lambda
12.4Continuing Your Learning Journey
12.5Community and Resources
12.6Preparing for AWS Certifications
12.7Contributing to Open Source Projects
12.8Networking with Other Developers
12.9Building a Portfolio with Serverless Projects
12.10Final Thoughts and Next Steps
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