Introduction to ML Model Optimization Model optimization is a critical step in the machine learning lifecycle that focuses on improving the performance, efficiency, and cost-effectiveness of machine learning models. AWS SageMaker, a fully managed machine learning service provided by Amazon Web Services, offers a variety [...]
Introduction to MLOPS MLOps, short for Machine Learning Operations, refers to the practices and tools used to streamline the deployment, management, and scaling of machine learning (ML) models in production environments. MLOps combines the principles of DevOps with the unique challenges posed by ML workflows, [...]
What is machine learning Machine learning is a way for computers to learn and make decisions without being explicitly programmed for every specific task. It's like teaching a computer to learn from examples and experiences, just like how we humans learn from our experiences. Traditionally, [...]
Introduction to Amazon Sagemaker Model Monitor Model monitoring plays a crucial role in the lifecycle of machine learning (ML) models. It involves tracking and assessing the performance of deployed models to ensure they continue to meet the desired expectations. Amazon SageMaker, a fully managed ML [...]
Introduction to object life cycle management Object Lifecycle Management, often referred to as Data Lifecycle Management (DLM), is a strategy and set of policies and practices for managing the entire lifecycle of data or digital objects within an organization. It involves the systematic management of [...]
What is an elastic load balancer in EC2 A load balancer in Amazon EC2 is a service that helps distribute incoming network traffic across multiple EC2 instances to ensure optimal availability, fault tolerance, and scalability of your applications. Load balancers play a crucial role in [...]
Happy holiday season, everyone! It’s a great time to kick-off the celebrations for all the awesome winter festivities like Thanksgiving, Christmas, and New Year! Thanksgiving is an annual national holiday celebrated every year and is observed on the fourth Thursday of November every year. Thanksgiving [...]
In this article, we will look into how to deploy a static website in AWS S3. The purpose of static websites is to deliver simple, efficient, and fast-loading web content to users. They are well-suited for scenarios where dynamic features or complex interactivity are not [...]
What is Auto Scaling group in AWS? An Amazon Web Services (AWS) Auto Scaling Group (ASG) is a service that helps you automatically adjust the number of Amazon Elastic Compute Cloud (EC2) instances in a group based on demand or a defined schedule. The goal [...]
The Bengaluru Tech Summit 2024, held from November 19 to 21, was a remarkable event that brought together innovators, businesses, and technology leaders from across the globe.This event was a perfect platform for us to present our offerings - BDRSuite, #1 Cost-Effective Backup and Disaster [...]
