Data Analysis & Management Certification with insights from IBM

As organizations increasingly rely on data to make decisions, professionals with practical SPSS expertise are in high demand.

NOTE: Payment covers 1-month course module, CBT exam and certificate issuance. You'll be automatically redirected to the course module after payment (kindly bookmark course module page immediately).

Course Overview: 8 Modules

• Module 01: Foundations of Data Analysis
• Core concepts, data types, roles, and developing a data-driven mindset.
• Module 02: Data Collection & Sources
• Primary vs. secondary data, working with databases, APIs, and web scraping.
• Module 03: Data Cleaning & Preparation
• Handling missing data, managing outliers, normalization, and transformation techniques.
• Module 04: Exploratory Data Analysis (EDA)
• Descriptive statistics, data distributions, correlations, and initial visualization.
• Module 05: Statistical Analysis & Inference
• Hypothesis testing, confidence intervals, and the basics of regression analysis.
• Module 06: Data Visualisation
• Chart selection, design principles, and the art of storytelling with data.
• Module 07: Tools & Technologies
• Practical overview of Excel, Python (Pandas), SQL, and Tableau.
• Module 08: Communicating Insights
• Building reports and dashboards, and presenting findings to stakeholders.