Data AnalysisIntermediate
Statistics for Data Analysis
Covers descriptive statistics, probability, hypothesis testing, regression, and A/B testing. Taught using real business examples with Python (pandas, scipy, statsmodels).
Tools & Technologies
PythonSciPystatsmodelspandas
Course Curriculum
1
Descriptive Statistics
- Mean, median, mode
- Variance & standard deviation
- Distributions
2
Probability
- Probability basics
- Normal distribution
- Central Limit Theorem
3
Hypothesis Testing
- t-tests & z-tests
- Chi-squared tests
- p-values & confidence intervals
4
Regression & A/B
- Simple linear regression
- Correlation
- A/B test design & analysis
What's Included
Live instructor-led online session
Small cohort (max 12 delegates)
Course materials & code samples
CPD accredited certificate
Post-session recording (30 days)
Q&A with your instructor
£495+ VATEnrol Now Book for a team
per person, excluding local tax.
7 hours (1 day)
Next: Thu, 2 Apr 2026
8 seats remaining
Intermediate level
4/12 seats filled
CPD accredited · Full refund 14 days before