AWS

Historical 2021 cloud-industry commentary and forecasts. Retained for historical context, not current market guidance.

In this video, we will learn about how to use a computer without a mouse.

Legacy SageMaker notebook workflow for building, training, and deploying models. Verify current AWS service and SDK guidance before production use.

Learn how to create a Jupyter notebook in the SageMaker notebook instance

Learn how to create a Jupyter notebook in the SageMaker notebook instance

Learn how to Split the Dataset into Train, Validation, and Test Datasets

Learn how to Convert the Dataset into CSV Files

Learn how to upload the Dataset to Amazon S3

Learn how to How to Train the Model

Learn how to How to Deploy the Model

Learn how to How to Evaluate the Model

Legacy SageMaker notebook workflow for building, training, deploying, and evaluating an XGBoost model. Verify current SDK APIs before production use.

Learn How to a simple text generator with Amazon Bedrock, LangChain, and Streamlit.

Diagnose Amazon Bedrock access failures across region, model access, IAM, quotas, networking, and request configuration.

Understand the current distinction between Bedrock Agents Classic and Amazon Bedrock AgentCore when designing agentic applications.

Core production concerns for building generative AI applications with Amazon Bedrock.

A practical path for diagnosing S3 AccessDenied errors across identity, bucket policy, encryption, and ownership controls.

Understand the current Amazon SageMaker AI naming, platform structure, notebook options, and production ML workflow in 2026.

A practical framework for designing cloud and AI systems and explaining architecture trade-offs.

Free AWS Solutions Architect,Developer, Machine Learning Vouchers.

Current study guide for AWS Certified Solutions Architect – Associate, with the SAA-C03 exam scope, architecture skills, and a practical preparation path.

Free AWS Solutions Architect Vouchers for Women.

In this video, we will learn about how to use a computer without a mouse.

Diagnose common EC2 connectivity failures by separating network, identity, host, and service-layer causes.

Diagnose ECS task failures by separating image, startup, networking, permissions, capacity, and health-check problems.

Grant only the permissions required for a task and progressively reduce broad access using evidence from real usage.

Diagnose AWS authorization failures using the principal, action, resource, and policy evaluation path.

Diagnose Lambda timeouts by tracing execution time, downstream dependencies, networking, and concurrency.

It is very useful for AWS Certified Cloud Practitioner (CLF-C01) aspirants. Also, useful for those who are new to AWS.

This cheat sheet will be helpful for the last day revision for AWS Certified Solutions Architect Associate.

A requirements-first method for reviewing AWS workloads across operational excellence, security, reliability, performance efficiency, cost optimization, and sustainability.

A practical starting point for diagnosing cloud, AI/ML, DevOps, and application problems.

There are four types of deployment models in the cloud.

Manual increasing/decreasing resources to meet the predictable workload.

A production design case for decoupling asynchronous workloads with durable messaging, retries, idempotency, and observability.

You can change the instance type, by following the below steps

Legacy SAA-C02 preparation notes. Use the current SAA-C03 guide for today's exam objectives.

Foundational AWS Cloud Practitioner preparation notes. Verify current CLF-C02 objectives and AWS service guidance before exam preparation.

Understand Amazon SageMaker AI for building, training, and deploying machine-learning models.

Open Source Container Orchestration Tool Developed By Google

Open Source Container Orchestration Tool Developed By Google

A concise checklist for responding to cloud and application incidents without losing focus on service recovery.

A reusable architecture case for training, evaluating, deploying, monitoring, and safely updating machine-learning models.

A requirements-first architecture pattern for designing a production retrieval-augmented generation platform.

Learn DynamoDB read and write capacity units with examples.

A secure design case for browser-to-object-storage uploads with authorization, validation, isolation, and asynchronous processing.

Demand for the cloud has been boosted since the beginning of the pandemic, as businesses try to build resiliency.

Cloud computing is the on-demand delivery of IT resources over the Internet with pay-as-you-go pricing.

With a user pool, your app users can sign in through the user pool or federate through a third-party identity provider (IdP).

ElastiCache is a managed in-memory caching service (Cache is a temporary storage.