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.
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
Awesome Data science without much math and everything you need to know to deploy your machine-learning models! -- 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...
