ELT (Extract, Load, Transform)

ELT differs from ETL in the order of operations. In ELT, data is first extracted, directly loaded into the system, and then transformed within the destination itself.

Change Data Capture (CDC)

CDC monitors and logs changes happening within the source system. It is mainly used for tracking changes in large source systems like databases and replicating them in the destination system.

API data integration helps in seamless communication between different digital tools. Applications like CRMs, eCommerce platforms, and marketing automation systems use APIs to easily sync and share data in real time.

Amazon CloudFront
Securely deliver content with low latency and high transfer speeds

How it works:
Amazon CloudFront is a content delivery network (CDN) service built for high performance, security, and developer convenience.

Amount of Data Created!😳

Data Quality Management

real-time data is immediately accessible once it is created or obtained and is forwarded to users as soon as it is collected.

Batch Processing Vs Real-Time Processing

#data path

What Is Telemetry Data

Telemetry is a type of automated data collection process that involves measuring and collecting data from remote or inaccessible points and transmitting this information to an IT system for monitoring, analysis, and decision-making.

The Benefits of Telemetry Data

What Is Real-Time Data Streaming?


Real-time data streaming is a technology that enables the collection and processing of data from multiple data sources in real time to derive insights and meaning from it.

Streaming data architecture is a set of software components that are designed to process and manage real-time stream data from various sources.