AWS Lambda Tutorial for Beginners (Python)
AWS Lambda Tutorial for Beginners (Python) - AWS Lambda Functions are a neat way to implement helper functionality that gets executed only occasionally. Another great feature of AWS Lambda functions is that they integrate with basically all AWS Services. Therefore you can use AWS Lambda Functions as an ideal glue to connect different services that don't have the possibility themselves.
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0:00 Intro
01:10 Lambda Basics
05:52 Decoupling Dependencies
06:53 How to Log in AWS Lambda Functions
08:35 Environment Variables
10:23 Integrating SNS Message Queue Topic and accessing full logs
13:46 Getting Slack webhook_url
14:55 Creating a secret in AWS Secrets Manager
15:59 Using Boto3 to fetch the secret from AWS Secrets Manager
20:01 Implementing the Notification Service Lambda
24:02 Create a deployment package and deploy it
28:47 Will it work?
29:14 Limitations of AWS Lambda Functions
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Awesome Data science without much math and everything you need to know to deploy your machine-learning models!
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All videos will be easy to follow and I'll try to reduce the complicated mathematical stuff to a minimum because I believe that you don't need to know how a CPU works to be able to operate a PC...
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