AWS Tutorials

This hands-on guide will help you get started with AWS Athena. Explore its architecture and features and learn how to query data in Amazon S3 using SQL.

Learn how to use AWS Identity and Access Management (IAM) to secure your AWS environment, manage access with users, groups, and roles, and implement best practices for robust security.

Learn how to set up and configure your AWS account for the first time with this comprehensive tutorial. Discover essential settings, best practices for security, and how to leverage AWS services for data analysis and machine learning.

Discover why Snowflake and AWS are the top cloud data warehouses. Compare their unique features, limitations, and pricing to find the best fit for your needs.

This comprehensive tutorial teaches you how to use AWS SageMaker to build, train, and deploy machine learning models. We guide you through the complete workflow, from setting up your AWS environment and creating a SageMaker notebook instance to preparing data, training models, and deploying them as endpoints.

This guide to AWS Redshift covers setting up and managing a cloud data warehouse, loading data, running complex queries, optimizing performance, integrating with BI tools, and provides best practices and troubleshooting tips for success.

The complete guide to file storage on AWS with S3 & EFS.

This article serves as an in-depth guide that introduces AWS Step Functions, their key features, and how to use them effectively.

Discover why you should use Amazon Web Services Elastic Compute Cloud (EC2) and how you can set up a basic data science environment on a Windows instance.