
This practical, job-ready course teaches learners how to collect, clean, analyze, visualize, and interpret data using industry-standard tools and techniques. With a focus on real-world applications, participants will gain proficiency in Excel, SQL, Power BI, and Python, building toward roles such as Data Analyst, Business Intelligence Analyst, or Insights Manager.
What you will achieve after completing this course
Apply core data analysis principles and methods
Clean and transform messy datasets for accuracy
erform exploratory and statistical data analysis
Use visualization tools to tell compelling data stories
Create dashboards and reports that inform decisions
Detailed breakdown of course modules and topics
Our proven approach to effective learning
Common questions about this training program
Prerequisites for this training program
Key highlights and features of this program
Official certification upon completion
Data Analysis Certificate of Completion.
Participants receive the IDEaL Data Analysis Certificate of Completion. Includes preparation support for Google Data Analytics, IBM Data Analyst, and Microsoft Power BI certifications. Portfolio-ready project and skill endorsement from IDEaL’s professional development network.
About your training partner
IDEaL - Initiative for Development, Education and Learning
Certified Training Provider