Data Analysis
This practical Data Analysis course is designed to equip students with the skills required to collect, clean, analyze, visualize, and interpret data for real-world decision making. Students will learn Excel, SQL, Python, Pandas, NumPy, Matplotlib, Seaborn, and Power BI while working with practical datasets and business problems. The course is suitable for beginners and aspiring data analysts who want to develop job-ready analytical skills. Students will complete practical exercises and projects throughout the training and build a portfolio of data analysis projects.
Comprehensive Curriculum & Modules
Module 1: Introduction to Data Analysis
Hands-on practical module covering core foundations, real-world case studies, and coding projects.
Module 2: Microsoft Excel Fundamentals
Hands-on practical module covering core foundations, real-world case studies, and coding projects.
Module 3: Excel Formulas and Functions
Hands-on practical module covering core foundations, real-world case studies, and coding projects.
Module 4: Data Cleaning and Preparation
Hands-on practical module covering core foundations, real-world case studies, and coding projects.
Module 5: Excel Pivot Tables and Data Visualization
Hands-on practical module covering core foundations, real-world case studies, and coding projects.
Module 6: SQL Fundamentals
Hands-on practical module covering core foundations, real-world case studies, and coding projects.
Module 7: SQL Queries and Database Analysis
Hands-on practical module covering core foundations, real-world case studies, and coding projects.
Module 8: Introduction to Python for Data Analysis
Hands-on practical module covering core foundations, real-world case studies, and coding projects.
Module 9: NumPy and Pandas
Hands-on practical module covering core foundations, real-world case studies, and coding projects.
Module 10: Data Cleaning with Pandas
Hands-on practical module covering core foundations, real-world case studies, and coding projects.
Module 11: Data Visualization with Matplotlib and Seaborn
Hands-on practical module covering core foundations, real-world case studies, and coding projects.
Module 12: Power BI Fundamentals
Hands-on practical module covering core foundations, real-world case studies, and coding projects.
Module 13: Power Query and Data Transformation
Hands-on practical module covering core foundations, real-world case studies, and coding projects.
Module 14: Power BI Dashboards and DAX
Hands-on practical module covering core foundations, real-world case studies, and coding projects.
Module 15: Exploratory Data Analysis
Hands-on practical module covering core foundations, real-world case studies, and coding projects.
Module 16: Real-World Data Analysis Project
Hands-on practical module covering core foundations, real-world case studies, and coding projects.
Module 17: Portfolio Development and Presentation
Hands-on practical module covering core foundations, real-world case studies, and coding projects.
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🔒 Official Zenith Bank account details and the personalized Student Training Agreement are available inside your Student Portal upon enrollment.