Using Sagemaker and Sagemaker studio to launch Jupyter notebook instances, build, train and deploy a machine learning model.
Notes on various sagemaker algorithms. Pre-processing, training, validation acceptable data formats etc.
How to package and upload dependencies to a Lambda function so that you can use external libraries like Axios
Creating a React CI/CD Pipeline for a React application that triggers from Github and pushes built files into S3 Bucket
Saving specific pieces of our Redux state in localStorage so that they are persistent upon browser refresh in React.
Adding and removing attribute values from data travelling in and out of DynamoDB. Using SDK Document Client to automate this process.