Certificate
Course completed by
Zyad Refaat
Course Duration
~ 2 hours
Issued
February 9, 2026
Certificate ID
1c7fd739d24e6041
Skills
Understand the role and mindset of a data analyst Learn the difference between business problems and data problems Master the 6 phases of the data analysis process Ask the right (SMART) business questions before analyzing Choose the right data and assess its quality Clean and transform raw data into useful formats Analyze data to generate actionable insights Present findings using effective data storytelling Think like an analyst in real-world business situations