
•Over the last couple of decades, the amount of data generated by systems, applications, and devices has increased significantly. Data is everywhere, in a multitude of structures and formats.
•Data is now easier to collect and cheaper to store, making it accessible to nearly every business. Data solutions include software technologies and platforms that can help facilitate the collection, analysis, and storage of valuable information. Every business would like to grow their revenues and make larger profits.
•In this competitive market, data is an asset. When analyzed properly, data provides a wealth of useful information and informs critical business decisions.
•The capability to capture, store, and analyze data is a core requirement for every organization in the world.
•Identify common data formats
•Describe options for storing data in files
•Describe options for storing data in databases
•Describe characteristics of transactional data processing solutions
•Describe characteristics of analytical data processing solutions
Data is a collection of facts such as numbers, descriptions, and observations used to record information. Data structures in which this data is organized often represents entities that are important to an organization (such as customers, products, sales orders, and so on). Each entity typically has one or more attributes or characteristics.
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https://youtu.be/B4luSRfq8X0?si=KDmSkjkFOvdzhtoR

Understanding Azure Database Administrator responsibilities, and how they relate to other Microsoft Intelligent Data Platform roles, is important to performing the tasks and duties expected for this function.
In general, cloud services can be broken down into two sets of services:
Infrastructure as a Service (IaaS) and
Platform as a Service (PaaS).
IaaS services typically consist of virtual machines, storage, and virtual networking components, and are largely managed by the user in terms of patching and software.
Alternatively, PaaS services have a larger percentage of management tasks, which are handled by the cloud provider.
•Understand the role of Azure Database Administrator, and other data platform roles
•Describe the key differences between the SQL Server-based database options in Azure
•Describe other features for Azure SQL platforms available
Azure SQL Database is a Platform as a Service (PaaS) that provides high scalability capabilities, and it can be a great solution for certain workloads and requires minimal maintenance efforts.
It is aimed at new application development as it gives developers a great deal of flexibility in building new application services, and granular deployment options at scale.
SQL Database offers a low maintenance solution that can be a great option for certain workloads.
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Coming Soon

MySQL, MariaDB, and PostgreSQL are relational database management systems that are tailored for different specializations.
How to Improve DB Server Performance With Tuning
Tips For Better Database performance tuning and Optimization (Any RDBMS)

Dynamic Management View Objects - DMVOs

Overview: The Tuning Process
Balance the Four Main Hardware Resources and OS First
Profiler / DTA
Using DMVs
Temp db
Using Extended events
Coming Soon

Welcome to the comprehensive training manual for Know AWS 2026. This document is designed to provide a deep dive into the core services and architectural pillars that define the modern AWS ecosystem. Whether you are a Cloud Architect, a Developer, or a Database Administrator, this guide serves as your roadmap to mastering the cloud.
The engine that powers your applications.
Reliable, scalable, and secure data storage.
Building a secure and isolated network environment.
Managed database services for every need.
Protecting your data, accounts, and workloads.
Automating and observing your infrastructure.
Turning raw data into actionable insights.
Connecting services to build complex workflows.
To build successfully on AWS, every architecture must adhere to these six foundational values:
End of Training Document For further inquiries, contact the SKY DBA Cloud Excellence Team.
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This training guide is a professional reference guide for understanding the AWS ecosystem in 2026.
It is designed for:
This guide explains AWS services by category, their purpose, common use cases, benefits, and best practices. It follows a structured learning path from foundational concepts to advanced cloud design.
Amazon Web Services (AWS) is a cloud computing platform that provides on-demand IT services over the internet. Instead of buying and maintaining physical servers, storage devices, networking equipment, and data centers, organizations can use AWS resources as needed and pay only for what they consume.
AWS offers services across many domains, including:
AWS is widely used because it helps organizations:
AWS enables businesses to move from traditional infrastructure to a modern cloud model built on:
AWS provides a highly available and fault-tolerant global infrastructure.
A Region is a physical geographic area where AWS has multiple data centers.
Examples:
An Availability Zone (AZ) consists of one or more data centers within a region. AZs are isolated from each other to reduce the risk of simultaneous failure.
Edge locations are used for low-latency content delivery through services such as CloudFront.
Security in AWS is based on a shared responsibility model.
Security of the cloud, including:
Security in the cloud, including:
This model is one of the most important concepts in AWS and must be understood before working with any service.
AWS services are commonly grouped into the following categories:
Each category serves a different purpose, but together they form a complete cloud platform.
AWS cloud solutions should align with these principles:
Resources should grow or shrink with demand.
Security must be built into every layer.
Architectures should handle failures gracefully.
Use only what is needed and optimize continuously.
Applications should be deployable near users worldwide.
Manual work should be replaced with code and automation.
Teams should continuously explore new services and improvements.
Compute services provide the processing power to run workloads in AWS.
What It Is?
Amazon EC2 (Elastic Compute Cloud) provides virtual servers in the cloud.
What It Is?
AWS Lambda is a serverless compute service that runs code in response to events.
What It Is ?
Auto Scaling automatically adjusts resource capacity to match application demand.
What It Is ?
Elastic Beanstalk is a platform service for deploying and managing applications.
What It Is ?
Lightsail is a simplified VPS solution for small workloads.
AWS provides multiple storage types based on performance, access pattern, and cost.
What It Is ?
Amazon S3 is object storage for storing virtually unlimited amounts of data.
What It Is ?
Amazon EBS is block storage for EC2 instances.
What It Is ?
Amazon EFS is a fully managed shared file system for Linux workloads.
What It Is ?
Amazon Glacier is archival storage for long-term retention.
What It Is ?
Storage Gateway connects on-premises storage systems with AWS storage services.
AWS provides purpose-built databases for structured, unstructured, analytical, and high-performance use cases.
What It Is ?
Amazon RDS is a managed relational database service.
What It Is ?
DynamoDB is a fully managed NoSQL database.
What It Is ?
Aurora is a cloud-native relational database compatible with MySQL and PostgreSQL.
What It Is ?
Redshift is a fully managed cloud data warehouse.
What It Is ?
ElastiCache is a managed in-memory caching service.
Networking services define connectivity, traffic control, segmentation, and secure communication in AWS.
What It Is
Amazon VPC provides a logically isolated network in AWS.
What They Are ?
Subnets divide a VPC into smaller network segments.
Subnets help control resource placement, security boundaries, and routing behavior.
What They Are ?
Route tables determine how network traffic moves between resources and external destinations.
What It Is ?
An Internet Gateway enables resources in public subnets to communicate with the internet.
What It Is ?
A NAT Gateway allows outbound internet access from private subnets while blocking inbound initiation.
What It Is ?
A Network ACL is a stateless subnet-level security mechanism.
Security is central to every AWS design.
What It Is ?
IAM controls authentication and authorization in AWS.
What It Is ?
KMS manages encryption keys used across AWS services.
What It Is ?
Cognito provides user authentication and identity services for applications.
What It Is ?
Security Token Service provides temporary credentials.
What It Is ?
Secrets Manager securely stores and rotates secrets.
What It Is ?
GuardDuty is a managed threat detection service.
These services help monitor, automate, trace, and manage cloud operations.
What It Is ?
CloudWatch collects and visualizes operational data.
What It Is ?
CloudTrail records AWS API activity.
What It Is ?
AWS Config tracks resource configurations and changes over time.
What It Is ?
CloudFormation provisions AWS infrastructure using templates.
What It Is ?
CodePipeline automates software release pipelines.
What It Is ?
X-Ray helps analyze and debug distributed applications.
These services help organizations control environments, enforce standards, and optimize operations.
What It Is ?
Systems Manager helps manage infrastructure at scale.
What It Is ?
Trusted Advisor provides recommendations for cost optimization, security, and performance.
What It Is ?
Organizations centrally manages multiple AWS accounts.
What It Is ?
Service Quotas helps manage AWS service usage limits.
What It Is ?
AWS Backup centralizes backup policies and recovery management across AWS services.
Analytics services transform raw data into meaningful information.
What It Is ?
Athena is an interactive query service for data stored in S3.
What It Is ?
EMR is a managed big data platform for frameworks such as Hadoop and Spark.
Already covered under databases, Redshift also plays a major role in analytics and enterprise reporting.
What It Is ?
QuickSight is a business intelligence and visualization service.
What It Is ?
Kinesis collects and processes streaming data in real time.
These services connect distributed systems and support event-driven architectures.
What It Is ?
SQS is a message queuing service for decoupling applications.
What It Is ?
SNS is a publish/subscribe messaging service.
What It Is ?
EventBridge is an event bus for building event-driven solutions.
What It Is ?
Step Functions orchestrates workflows across AWS services.
What It Is ?
API Gateway creates, publishes, and secures APIs.
What It Is ?
AppFlow transfers data between SaaS applications and AWS services securely.
AWS offers machine learning services for building, training, and using intelligent models.
What It Is ?
SageMaker helps build, train, and deploy machine learning models.
What It Is ?
Rekognition provides image and video analysis.
What It Is ?
Comprehend extracts meaning and insights from text.
What It Is ?
Forecast provides time-series forecasting using machine learning.
What It Is ?
Lex enables conversational interfaces such as chatbots.
Media services support video processing and delivery workflows.
What It Is ?
MediaLive provides live video encoding and streaming.
What It Is ?
MediaConvert converts video files at scale.
What It Is ?
Speeds up file transfers to Amazon S3 using optimized network paths.
These services improve global delivery and edge performance.
What It Is ?
CloudFront is a content delivery network (CDN).
What It Is ?
Route 53 is a scalable DNS and domain management service.
What It Is ?
Improves application availability and performance using the AWS global network.
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