53 posts tagged with "AWS"

Using AWS EventBridge to schedule automations, and the automations available to us.

Training and Testing XGBoost Algorithm using Sagemaker built in algorithm. Deploy and test model.

Merging Datasets and creating a machine learning model with XGBoost Algorithm

Train Artificial Neural Networks for Regression Tasks

Multiple Linear-Regression With SageMaker Algorithm

Multiple Linear-Regression

Training a linear learner model in SageMaker Studio with built in algorithms

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

A reference for common Integration Request mapping template variables

Creating a React CI/CD Pipeline for a React application that triggers from Github and pushes built files into S3 Bucket

Verify and Decode AWS Cognito JWT Tokens in a React Application.

Cognito workflow diagrams. Token samples. Token exchange code samples. Useful API methods.

Introduction to API Authorization and Authentication

Using API Gateway and Lambda functions to delete data from a DynamoDB database.

Adding and removing attribute values from data travelling in and out of DynamoDB. Using SDK Document Client to automate this process.

Fine-tuning IAM permissions between Lambda functions and DynamoDB

Using Lambda functions to retrieve data from a DynamoDB database and then pass it back through API Gateway.

An Introduction to AWS DynamoDB, the AWS NoSQL database. Interacting with a DynamoDB using Lambda.