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 live, interactive learning from the comfort of your home or office with Bilginç IT Academy's Online Instructor-Led Data Architecture Training in United States of America. Engage directly with expert trainers in a virtual environment that mirrors the energy and schedule of a physical classroom.

Live Sessions: Join scheduled classes with a live instructor and other delegates in real-time.
Interactive Experience: Engage in group activities, hands-on labs, and direct Q&A sessions with your trainer and peers.
Global Expert Trainers: Learn from a handpicked global pool of expert trainers with deep industry experience.
Proven Expertise: Benefit from over 30 years of quality training experience, equipping you with lasting skills for success.
Scalable Delivery: Accessible worldwide, including United States of America, with flexible scheduling to meet your professional needs.

Immerse yourself in our most sought-after learning style for Data Architecture Training in United States of America. Our hand-picked classroom venues in United States of America offer an invaluable human touch, providing a focused and interactive environment for professional growth.

Highly Experienced Trainers: Boost your skills with trainers boasting 10-20+ years of real-world experience.
State-of-the-Art Venues: Learn in high-standard facilities designed to ensure a comfortable and distraction-free experience.
Small Class Sizes: Our limited class sizes foster meaningful discussions and a personalized learning journey.
Best Value: Achieve your certification with high-quality training and competitive pricing.

Streamline your organization's training requirements with Bilginç IT Academy’s Onsite Data Architecture Training in United States of America. Experience expert-led learning at your own business premises, tailored to your corporate goals.

Tailored Learning Experience: Customize the training content to fit your unique business projects or specific technical needs.
Maximize Training Budget: Eliminate travel and accommodation costs, focusing your entire budget on the training itself.
Team Building Opportunity: Enhance team bonding and collaboration through shared learning experiences in your workspace.
Progress Monitoring: Track and evaluate your employees' progression and performance with relative ease and direct oversight.

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 United States of America