The Data Architecture course helps you understand the core principles of data architecture and design scalable, efficient, and optimized data models for real-world applications.

Throughout the course, you will gain in-depth knowledge of data modeling, schema optimization, and modern data architectures. You will also learn how to integrate structured, unstructured, and hybrid data solutions, design cloud-native systems, and build real-time processing architectures using tools like Kafka.

By the end of the course, you will be able to design scalable AI/ML data architectures and build end-to-end data solutions for business use cases.

We can organize this training at your preferred date and location. Contact Us!

Prerequisites

Familiarity with database systems and SQL
Working knowledge of at least one programming language (Python, Java, or Scala)
Basic understanding of data engineering or data analysis workflows
Awareness of ETL processes
Familiarity or interest in cloud platforms (AWS, Azure, Google Cloud)
Awareness of big data concepts (Hadoop, Spark, etc.)
Basic understanding of data modeling techniques (e.g., star schema)
Awareness of data governance and data security concepts

Who Should Attend

Data Engineers
Database Administrators
Big Data Specialists
Data Analysts and Data Scientists
Cloud Architects

What You Will Learn

Understand data architecture principles and responsibilities
Design efficient data models and ERDs
Solve real-world data modeling challenges
Optimize schemas effectively
Integrate structured, unstructured, and hybrid data solutions
Design cloud-native and hybrid systems (including ETL/ELT pipelines)
Build real-time processing systems using Kafka
Apply best practices for data governance, quality, and security
Design scalable architectures for AI/ML workflows
Build end-to-end data architectures

Training Outline

Data Architecture Fundamentals

Introduction to data architecture
Data modeling concepts
Relational vs modern data warehouses

Data Storage

NoSQL databases
Data lakes and delta lakes

Data Design

Data design principles
OLTP vs OLAP

Modern Architectures

Lambda and Kappa architectures
ETL vs ELT

Data Pipelines

Data pipelines for AI/ML

AI & Data Management

AI and data governance
Data security

Scalable Systems

Scalable architectures for AI/ML
Deployment and optimization

Data Quality & Security

Data quality
Security best practices

Why Choose Us

Experience Data Architecture in South Africa through Bilginç IT Academy's live and interactive virtual classroom environment, accessible from your home, office, or any location. Connect with expert trainers in real time and bring the energy of classroom learning into the digital experience.

Live Instructor-Led Sessions: Join scheduled training sessions with your instructor and fellow delegates in real time.
Interactive Learning Experience: Take part in discussions, practical exercises, group activities, and Q&A sessions throughout the course.
Expert Trainer Network: Learn from experienced trainers with strong industry backgrounds and practical field expertise.
Over 30 Years of Training Expertise: Benefit from Bilginç IT Academy's long-standing experience in delivering professional training since 1995.
Flexible and Scalable Delivery: Access live virtual classrooms from South Africa and worldwide, with flexible planning options for individual and corporate training needs.

Experience Data Architecture in a focused classroom environment in South Africa. Bilginç IT Academy's carefully selected training venues provide a professional setting where delegates can interact directly with expert trainers and peers.

Experienced Trainers: Learn from specialists with extensive field experience and real-world knowledge.
Professional Training Venues: Attend courses in comfortable, well-equipped classrooms designed to support effective learning.
Focused Classroom Experience: Benefit from limited class sizes that encourage discussion, interaction, and personalized support.
Quality-Driven Learning: Develop practical skills through structured, up-to-date, and professionally designed training content.

Meet your team's training needs with Bilginç IT Academy's onsite Data Architecture in South Africa solution, delivered at your office or preferred location. Align your team's development with your business goals through a training experience tailored to your organization.

Tailored Course Content: Adapt the training program to your organization's projects, team structure, and specific business requirements.
Time and Cost Efficiency: Reduce travel, accommodation, and operational costs while maximizing the value of your training investment.
Team-Focused Learning: Help your employees develop around the same knowledge base and strengthen collaboration across your organization.
Simplified Planning and Tracking: Manage the training process, participant development, and organizational requirements with greater control.

Why have you chosen us?

I have attended a training from Bilginc IT Academy before and I was satisfied.

I have attended a training from a different provider and it was not helpful.

Other

How many employees do you have in your IT department?

0 – 50

50 – 250

250 – 1000

1000+

Data Architecture Training in South Africa

Prerequisites

Who Should Attend

What You Will Learn

Training Outline

Data Architecture Fundamentals

Data Storage

Data Design

Modern Architectures

Data Pipelines

AI & Data Management

Scalable Systems

Data Quality & Security

Why Choose Us

Data Architecture Training Course in South Africa Schedule

Data Architecture Training in South Africa

Prerequisites

Who Should Attend

What You Will Learn

Training Outline

Data Architecture Fundamentals

Data Storage

Data Design

Modern Architectures

Data Pipelines

AI & Data Management

Scalable Systems

Data Quality & Security

Why Choose Us

Online Instructor-Led Training (VILT)

Classroom-Based Training

Onsite / In-House Training

Data Architecture Training Course in South Africa Schedule