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Who is this course for?
Students aiming to build a strong foundation in business and technology to kick-start a career in the IT industry.
Professionals looking to shift into high-growth roles within digital and tech-driven environments.
Working individuals seeking to upskill and enhance their performance in analysis, communication, and project delivery.
What you’ll learn
Module 1: Foundations of Data and Analysis
1. Introduction to Data Basics
Types of data (structured, unstructured)
Analytical thinking for data professionals
2. Principles of Data Warehousing
OLTP vs OLAP, ETL vs ELT
3. Fundamentals of Data Governance
Data ownership, security, compliance
Reference and Master Data Management
Metadata and Data Classification
Module 2: Core Technical Skills for Analysts
4. Structured Query Language (SQL)
SELECT, JOIN, GROUP BY, subqueries
Practice with real business cases
5. Database Concepts for Analysts
ER diagrams, normalization, indexing
Navigating relational databases
Module 3: Data Modeling and Architecture
6. Data Modeling Fundamentals
Conceptual, logical, and physical models
7. Modeling and Diagramming Practice
Tools like Lucidchart or ERDPlus
8. SCD and Data Storage Layers
Type 0/1/2 changes
Data lake vs data warehouse
Module 4: Data Management and Quality
9. Data Profiling and Quality Assurance
Detecting anomalies, data cleaning
10. Data Analysis Techniques
Descriptive statistics, trend analysis
11. Requirements Management for Analysts
Translating business needs into technical specs
12. Stakeholder Engagement and Communication
Interviewing, elicitation, and presentation
Module 5: Business Intelligence and Visualization
13. BI Analysis and Reporting
KPIs, dashboards, storytelling with data
14. BI Tools and Visualization Techniques
Power BI, Tableau basics
15. UI/UX Principles for BI Analysts
Designing intuitive, effective dashboards
16. Hands-on: Microsoft Power BI
End-to-end dashboard creation
Module 6: Agile and Collaborative Projects
17. Agile Methodologies in Data Projects
Scrum/Kanban for analysts
18. Cross-functional Collaboration in Agile Teams
Working with BAs, engineers, PMs
Module 7: Capstone and Certification
19. Final Workshop: Real-World Data Analysis Scenario
Data problem-solving, storytelling, presentation
20. Certification Assessment and Program Wrap-Up
What makes us unique
BA LABs is a dedicated training and consulting organization that focuses on the success of its students and clients. We provide a wide range of training and consulting that are tailored to help our participants reach their career goals. Our training is designed to provide participants with the skills and knowledge they need to find success in their chosen field, and our consulting provide the industry's best professional based on their experience. We are proud to have a big success rate in getting jobs for our students and clients. So come and join us to reach your dream career.
