Sian

Here's an updated version:

I am a dedicated and adaptable tutor with extensive experience teaching programming and geography to diverse learners. My expertise spans Python, R, and Geographic Information Systems (GIS), supporting students from secondary school through professional development.

Programming Expertise:
- Specialise in Python and R for data analysis, research, and coursework
- Support learners from absolute beginners to intermediate programmers
- Focus on building confidence through practical, hands-on coding skills
- Cover advanced topics including:
* Data wrangling and manipulation
* Data visualisation
* Advanced programming concepts (functions, loops, error handling)
* Working with key libraries like pandas, tidyverse, matplotlib
* Real-world data analysis techniques

Geographic Skills:
- Support students preparing for academic qualifications (GCSE, A-Level, Undergraduate)
- Expertise in physical and human geography
- Strong background in spatial data analysis and GIS
- Help students develop critical thinking and analytical writing skills
- Connect theoretical concepts with current global developments

Teaching Approach:
- Personalised, learner-centered sessions
- Structured lessons with clear learning objectives
- Practical exercises and real-world applications
- Emphasis on building both technical skills and academic confidence
- Flexible online and in-person tutoring options

Rates: £35/hour, with tailored packages available for longer-term learning goals.