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Data Architecture

Master Data Architecture principles, frameworks, and tools to design scalable, secure, and business-aligned data ecosystems for modern enterprises.
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Save 59% Offer ends on 31-Dec-2025
Course Duration: 10 Hours
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Data Architecture (DA): The Blueprint for Enterprise Data Management
 
Data Architecture defines the models, policies, rules, and standards for how data is collected, stored, integrated, and accessed across an organization. It provides the structural design that ensures data is consistent, high-quality, secure, and readily available for business intelligence, analytics, and operational applications. This course equips you with the knowledge and practical skills to design and implement robust data architectures that align with business strategies and regulatory requirements.
 
At the center of this course is Argo Data Architecture — a modern, framework-driven approach to designing data systems that are agile, interoperable, and analytics-ready. Argo Data Architecture emphasizes a unified data strategy that integrates structured, semi-structured, and unstructured data sources, while leveraging cloud-native technologies and best practices for governance and scalability.
 
What is Argo Data Architecture?
Argo Data Architecture is a methodology and toolkit that enables organizations to create a cohesive, end-to-end data ecosystem. It incorporates architectural patterns for data ingestion, processing, storage, and delivery, ensuring optimal performance and compliance. Argo DA bridges the gap between enterprise data strategy and operational execution, supporting initiatives like data warehousing, data lakes, real-time analytics, and AI/ML enablement.
 
How to Use This Course
This course is structured to guide you through the entire data architecture lifecycle:
  1. Start with Data Architecture Fundamentals – Understand key concepts, roles, and the importance of data as a strategic asset.
  2. Learn Argo Data Architecture Framework – Explore its components, lifecycle stages, and real-world application scenarios.
  3. Master Data Modeling and Design – Apply conceptual, logical, and physical modeling techniques to real projects.
  4. Design for Scalability and Performance – Learn partitioning, indexing, and optimization best practices.
  5. Implement Data Governance – Apply policies, metadata management, and data quality controls.
  6. Integrate Data Across Systems – Design ETL/ELT pipelines, streaming solutions, and API-based integrations.
  7. Secure Data Assets – Implement encryption, access controls, and compliance measures (GDPR, HIPAA, ISO 27001).
  8. Work on Case Studies – Create data blueprints, architecture diagrams, and governance frameworks.
  9. Leverage Tools – Use ER/Studio, ArchiMate, and cloud-native services like AWS Glue, Azure Data Factory, and Google BigQuery.
  10. Build a Professional Portfolio – Showcase your architecture documentation and governance policies for career advancement.
By the end of this course, you will be capable of designing and governing enterprise-scale data architectures that deliver value, ensure compliance, and support advanced analytics initiatives.

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  • The videos for this course are being recorded freshly and should be available in a few days. Please contact info@uplatz.com to know the exact date of the release of this course.

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Course Objectives Back to Top
By the end of this course, you will be able to:
 
  1. Understand the role and scope of Data Architecture in enterprise strategy.
  2. Apply Argo Data Architecture methodology to real-world scenarios.
  3. Create conceptual, logical, and physical data models.
  4. Design scalable and high-performance data storage solutions.
  5. Implement robust data governance and compliance frameworks.
  6. Integrate data across on-premises, cloud, and hybrid environments.
  7. Leverage ETL/ELT pipelines and streaming architectures.
  8. Secure data assets through encryption and role-based access control.
  9. Use data architecture tools for modeling, documentation, and governance.
  10. Prepare for professional Data Architecture certifications.
Course Syllabus Back to Top
Course Syllabus
 
Module 1: Introduction to Data Architecture
  • Definition, scope, and business value
  • Argo Data Architecture overview
  • Key roles and responsibilities
Module 2: Data Architecture Frameworks
  • DAMA-DMBOK, Argo DA, and other methodologies
  • Comparing traditional and modern data architecture approaches
Module 3: Data Modeling
  • Conceptual, logical, and physical models
  • Normalization and denormalization
  • Data modeling tools and notations
Module 4: Data Storage Design
  • Relational databases, NoSQL, and graph databases
  • Data warehousing vs. data lakes vs. lakehouses
  • Cloud-native storage options
Module 5: Data Integration
  • ETL and ELT processes
  • Real-time data streaming with Kafka, Kinesis, and Pub/Sub
  • API-based data integration
Module 6: Data Governance and Quality
  • Metadata management
  • Data lineage and cataloging
  • Data quality monitoring and remediation
Module 7: Security and Compliance
  • Encryption at rest and in transit
  • Role-based access control and identity management
  • Compliance frameworks (GDPR, HIPAA, CCPA)
Module 8: Performance and Scalability
  • Indexing strategies
  • Sharding and partitioning
  • Caching and query optimization
Module 9: EA & Data Architecture Alignment
  • Linking data strategy with enterprise goals
  • Supporting AI/ML pipelines and analytics platforms
Module 10: Capstone Project
 
  • Designing an enterprise-scale data architecture blueprint
  • Presenting architecture diagrams, governance framework, and roadmap
Certification Back to Top

Upon completion, learners will receive an Industry-Recognized Certificate in Data Architecture from Uplatz. This certification validates your ability to design, implement, and govern complex data ecosystems. It demonstrates your proficiency with Argo DA, data modeling, governance, and integration strategies. The credential strengthens your professional profile for roles like Data Architect, Solutions Architect, Data Governance Lead, and Cloud Data Engineer. This verifiable digital badge can be shared on LinkedIn and in professional portfolios, showcasing both theoretical mastery and practical experience.

Career & Jobs Back to Top
Data Architects are among the most sought-after professionals in the digital economy. Every organization, regardless of industry, relies on well-structured, high-quality data to drive decision-making, analytics, and automation. Completing this course prepares you for roles such as:
  • Data Architect
  • Enterprise Data Strategist
  • Cloud Data Solutions Architect
  • Data Governance Manager
  • Information Architect
Opportunities exist in banking, insurance, healthcare, telecom, retail, government, and technology firms. Salaries for Data Architects range from $110,000 to $190,000 annually in global markets. Skilled data architects often progress into leadership roles like Chief Data Officer or Head of Data Strategy, lead consulting engagements, or become independent advisors for large-scale data transformation projects. With expertise in Argo Data Architecture, you’ll be well-positioned to design systems that deliver long-term business value while ensuring compliance and scalability.
Interview Questions Back to Top
1. What is Data Architecture and why is it important?
It’s the design framework for managing data assets, ensuring they are structured, accessible, secure, and aligned with business goals.
 
2. How does Argo Data Architecture differ from traditional data architecture?
Argo DA integrates modern cloud-native, hybrid, and streaming solutions, focusing on flexibility, interoperability, and analytics readiness.
 
3. What are the three main levels of data modeling?
Conceptual, logical, and physical data models.
 
4. How do data warehouses and data lakes differ?
Warehouses store structured data optimized for reporting; lakes store raw, varied data for analytics and machine learning.
 
5. What is data governance in the context of data architecture?
It’s the framework for managing data availability, usability, integrity, and security.
 
6. How do you ensure data quality?
Through validation rules, profiling, monitoring, and remediation processes.
 
7. What tools are commonly used for data modeling?
ER/Studio, Lucidchart, Sparx EA, and cloud-native tools.
 
8. How does compliance impact data architecture design?
It dictates storage, processing, and security requirements to meet regulations like GDPR or HIPAA.
 
9. What is the role of metadata in data architecture?
It describes the data’s structure, meaning, origin, and usage, enabling better governance and discovery.
 
10. How do you design for scalability in data systems?
By using partitioning, sharding, indexing, caching, and elastic cloud resources.
Course Quiz Back to Top
Start Quiz
Q1. What are the payment options?
A1. We have multiple payment options: 1) Book your course on our webiste by clicking on Buy this course button on top right of this course page 2) Pay via Invoice using any credit or debit card 3) Pay to our UK or India bank account 4) If your HR or employer is making the payment, then we can send them an invoice to pay.

Q2. Will I get certificate?
A2. Yes, you will receive course completion certificate from Uplatz confirming that you have completed this course with Uplatz. Once you complete your learning please submit this for to request for your certificate https://training.uplatz.com/certificate-request.php

Q3. How long is the course access?
A3. All our video courses comes with lifetime access. Once you purchase a video course with Uplatz you have lifetime access to the course i.e. forever. You can access your course any time via our website and/or mobile app and learn at your own convenience.

Q4. Are the videos downloadable?
A4. Video courses cannot be downloaded, but you have lifetime access to any video course you purchase on our website. You will be able to play the videos on our our website and mobile app.

Q5. Do you take exam? Do I need to pass exam? How to book exam?
A5. We do not take exam as part of the our training programs whether it is video course or live online class. These courses are professional courses and are offered to upskill and move on in the career ladder. However if there is an associated exam to the subject you are learning with us then you need to contact the relevant examination authority for booking your exam.

Q6. Can I get study material with the course?
A6. The study material might or might not be available for this course. Please note that though we strive to provide you the best materials but we cannot guarantee the exact study material that is mentioned anywhere within the lecture videos. Please submit study material request using the form https://training.uplatz.com/study-material-request.php

Q7. What is your refund policy?
A7. Please refer to our Refund policy mentioned on our website, here is the link to Uplatz refund policy https://training.uplatz.com/refund-and-cancellation-policy.php

Q8. Do you provide any discounts?
A8. We run promotions and discounts from time to time, we suggest you to register on our website so you can receive our emails related to promotions and offers.

Q9. What are overview courses?
A9. Overview courses are 1-2 hours short to help you decide if you want to go for the full course on that particular subject. Uplatz overview courses are either free or minimally charged such as GBP 1 / USD 2 / EUR 2 / INR 100

Q10. What are individual courses?
A10. Individual courses are simply our video courses available on Uplatz website and app across more than 300 technologies. Each course varies in duration from 5 hours uptop 150 hours. Check all our courses here https://training.uplatz.com/online-it-courses.php?search=individual

Q11. What are bundle courses?
A11. Bundle courses offered by Uplatz are combo of 2 or more video courses. We have Bundle up the similar technologies together in Bundles so offer you better value in pricing and give you an enhaced learning experience. Check all Bundle courses here https://training.uplatz.com/online-it-courses.php?search=bundle

Q12. What are Career Path programs?
A12. Career Path programs are our comprehensive learning package of video course. These are combined in a way by keeping in mind the career you would like to aim after doing career path program. Career path programs ranges from 100 hours to 600 hours and covers wide variety of courses for you to become an expert on those technologies. Check all Career Path Programs here https://training.uplatz.com/online-it-courses.php?career_path_courses=done

Q13. What are Learning Path programs?
A13. Learning Path programs are dedicated courses designed by SAP professionals to start and enhance their career in an SAP domain. It covers from basic to advance level of all courses across each business function. These programs are available across SAP finance, SAP Logistics, SAP HR, SAP succcessfactors, SAP Technical, SAP Sales, SAP S/4HANA and many more Check all Learning path here https://training.uplatz.com/online-it-courses.php?learning_path_courses=done

Q14. What are Premium Career tracks?
A14. Premium Career tracks are programs consisting of video courses that lead to skills required by C-suite executives such as CEO, CTO, CFO, and so on. These programs will help you gain knowledge and acumen to become a senior management executive.

Q15. How unlimited subscription works?
A15. Uplatz offers 2 types of unlimited subscription, Monthly and Yearly. Our monthly subscription give you unlimited access to our more than 300 video courses with 6000 hours of learning content. The plan renews each month. Minimum committment is for 1 year, you can cancel anytime after 1 year of enrolment. Our yearly subscription gives you unlimited access to our more than 300 video courses with 6000 hours of learning content. The plan renews every year. Minimum committment is for 1 year, you can cancel the plan anytime after 1 year. Check our monthly and yearly subscription here https://training.uplatz.com/online-it-courses.php?search=subscription

Q16. Do you provide software access with video course?
A16. Software access can be purchased seperately at an additional cost. The cost varies from course to course but is generally in between GBP 20 to GBP 40 per month.

Q17. Does your course guarantee a job?
A17. Our course is designed to provide you with a solid foundation in the subject and equip you with valuable skills. While the course is a significant step toward your career goals, its important to note that the job market can vary, and some positions might require additional certifications or experience. Remember that the job landscape is constantly evolving. We encourage you to continue learning and stay updated on industry trends even after completing the course. Many successful professionals combine formal education with ongoing self-improvement to excel in their careers. We are here to support you in your journey!

Q18. Do you provide placement services?
A18. While our course is designed to provide you with a comprehensive understanding of the subject, we currently do not offer placement services as part of the course package. Our main focus is on delivering high-quality education and equipping you with essential skills in this field. However, we understand that finding job opportunities is a crucial aspect of your career journey. We recommend exploring various avenues to enhance your job search:
a) Career Counseling: Seek guidance from career counselors who can provide personalized advice and help you tailor your job search strategy.
b) Networking: Attend industry events, workshops, and conferences to build connections with professionals in your field. Networking can often lead to job referrals and valuable insights.
c) Online Professional Network: Leverage platforms like LinkedIn, a reputable online professional network, to explore job opportunities that resonate with your skills and interests.
d) Online Job Platforms: Investigate prominent online job platforms in your region and submit applications for suitable positions considering both your prior experience and the newly acquired knowledge. e.g in UK the major job platforms are Reed, Indeed, CV library, Total Jobs, Linkedin.
While we may not offer placement services, we are here to support you in other ways. If you have any questions about the industry, job search strategies, or interview preparation, please dont hesitate to reach out. Remember that taking an active role in your job search process can lead to valuable experiences and opportunities.

Q19. How do I enrol in Uplatz video courses?
A19. To enroll, click on "Buy This Course," You will see this option at the top of the page.
a) Choose your payment method.
b) Stripe for any Credit or debit card from anywhere in the world.
c) PayPal for payments via PayPal account.
d) Choose PayUmoney if you are based in India.
e) Start learning: After payment, your course will be added to your profile in the student dashboard under "Video Courses".

Q20. How do I access my course after payment?
A20. Once you have made the payment on our website, you can access your course by clicking on the "My Courses" option in the main menu or by navigating to your profile, then the student dashboard, and finally selecting "Video Courses".

Q21. Can I get help from a tutor if I have doubts while learning from a video course?
A21. Tutor support is not available for our video course. If you believe you require assistance from a tutor, we recommend considering our live class option. Please contact our team for the most up-to-date availability. The pricing for live classes typically begins at USD 999 and may vary.
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BUY THIS COURSE (USD 17 USD 41)