Technologies / Data & Analytics

Basics of Big Data and database systems

The training introduces participants to the foundations of Big Data systems and modern databases, focusing on the practical aspects of their use in a production environment. The program combines theory with practice through workshops and exercises on real-world examples. Participants will learn key concepts, architectures and tools used in the Big Data ecosystem. Classes are conducted in an interactive format, enabling immediate application of the knowledge gained.

Issues

Lambda and Kappa architecture
Hadoop and Spark platforms
NoSQL and NewSQL databases
Batch and stream processing methods
Data Lake and Data Warehouse
Horizontal scalability of systems
ETL vs ELT in the context of Big Data
Columnstore and key-value technologies
Data models and schemas
Big Data analytics
Integration of data from different sources
Quality management of bulk data

Benefits

Understand the key concepts of Big Data and their importance in modern business environments.
Learn the differences between traditional and modern database systems in the context of processing large data sets.
Practical knowledge of mass data analysis methods using popular tools.
Ability to identify business cases that can benefit from the implementation of Big Data solutions.
Ability to design basic architectures for bulk data processing systems.
Knowledge of data management best practices in the Big Data ecosystem.
Knowledge to make informed technology decisions regarding the implementation of Big Data solutions.

Who is this training for?

Beginning Big Data specialists

Database administrators

Data analysts entering the Big Data field

Business application developers

IT professionals interested in Big Data

Systems architects getting started with Big Data

Technology project managers

System engineers

Prerequisites

Basic knowledge of issues in the area of databases
General knowledge of information systems architecture
Understand basic data processing concepts
Experience working with data in an organization
Basic knowledge of SQL language

Training program

Foundations of databases o Types of databases in Big Data o Data models o Storage strategies o Fundamentals of data processing
Processing and analysis o Data processing methods o Basic analytical algorithms o Introduction to Data Lake o Data quality and security
Practical applications o Big Data use cases o Technology selection o Implementation basics o Best practices

Delivery Methods

Online

Convenience of participating from anywhere
Interactive live sessions with trainer
Materials available for 30 days
No travel costs

On-site

Direct contact with trainer and group
Intensive hands-on workshops
Networking with other participants
Full focus on learning

Frequently asked questions

What are the prerequisites for this training?

For Basics of Big Data and database systems we recommend: Basic knowledge of issues in the area of databases; General knowledge of information systems architecture; Understand basic data processing concepts.

What is the format and duration of this training?

The training lasts 2 days and is available in online and on-site format. Sessions run from 9:00 AM to 4:00 PM. We can also customize the schedule to fit your team's needs.

Who is this training designed for?

This training is designed for: Beginning Big Data specialists; Database administrators; Data analysts entering the Big Data field.