Make better decisions with data, probability, and experiments.
Understand descriptive statistics, uncertainty, testing, and business interpretation using Python.
Learning outcomes
Mean / Median / Probability / Distribution / Correlation / Sampling / Hypothesis Testing / Confidence Intervals / A/B Testing / Interpretation
Course syllabus
Explore the topics, practice activities, and outputs in each module.
3 modules / 6 weeks / Instructor-led
Explore the curriculum
Projects
These course assignments use practice datasets and business scenarios. Build your own work with instructor guidance.
Descriptive Statistics
Summarize sales performance and explain variation in business terms.
Deliverable: Statistical summary + charts
Mean / Median / Spread. Understand the brief, apply the course skills, validate the result, and document your findings.
Distribution Analysis
Explore purchase frequency and customer-value distributions.
Deliverable: Distribution report + interpretation
Distribution / Percentiles / Outliers. Understand the brief, apply the course skills, validate the result, and document your findings.
Relationship Analysis
Measure and explain relationships between business variables.
Deliverable: Relationship analysis + conclusion
Correlation / Scatterplots / Caution. Understand the brief, apply the course skills, validate the result, and document your findings.
Statistical Comparison
Compare two business variants and assess whether the difference is meaningful.
Deliverable: A/B test report
Sampling / Testing / Confidence. Understand the brief, apply the course skills, validate the result, and document your findings.
Interpretation Project
Turn statistical evidence into a clear management recommendation.
Deliverable: Decision memo + recommendation
Evidence / Risk / Communication. Understand the brief, apply the course skills, validate the result, and document your findings.
Final project
Analyze a realistic business question from summary statistics through evidence-based recommendation.
Question / Sample / Summarize / Test / Interpret / Recommend
The program runs for 6 weeks, with Khmer and English instruction. Contact our team for the next start date, weekly timetable, and available places.
Ask about the next classLearn through guided explanations, class exercises, and feedback on your work. Your advisor can confirm the instructor and teaching schedule for your class.
Complete the required coursework and final project review to receive your Data Insight Cambodia certificate. Your projects help demonstrate the skills behind it.
Yes. Classes are instructor-led. After enrollment, Student Portal access provides class recordings, materials, assignments, and feedback to support your study between sessions.
This course starts with the foundations. An advisor can help you confirm the preparation you need.
A course certificate is provided after you complete the required assignments and final project review.
No. We provide career guidance and project feedback. Employment and internships depend on available opportunities and employer requirements.
Contact an advisor
Ask about this course, class times, or how to register.