7 Beginner Python Projects for Researchers
Try seven beginner Python projects for researchers, with clear outputs, validation checks and a runnable CSV-quality example using the standard library.
PhD • Study • Tech • Sustainability
Beginner-friendly technology guides, coding and learning pathways, digital products, tech careers, workplace skills and life in the technology sector.
Try seven beginner Python projects for researchers, with clear outputs, validation checks and a runnable CSV-quality example using the standard library.
Measure a Python script’s energy use with a clear boundary, a CodeCarbon tracking template, repeated comparisons and a worked reporting example.
Build a green tech portfolio with focused project ideas, a reusable case study template and practical ways to show evidence without overstating your impact.
Create a sustainable design portfolio with a practical case study template, project ideas and a worked example showing research, testing and honest impact claims.
From finance and entertainment to health care, explore five industries using generative AI—and the skills that can help your career adapt.
Learn what green software is, how it reduces energy, hardware and carbon impacts, and the practical principles developers can apply.
Learn what makes code energy efficient, what to measure and which practical changes can reduce compute, data transfer and wasted work.
Understand how data centres use electricity and water, what PUE and other metrics mean, and how to evaluate sustainability claims.
Starting a green tech career combines your technical skills with meaningful environmental impact, and the field is projected to create many jobs.
Explore sustainable product design careers, skills, portfolio projects and practical routes into circular design, materials and lifecycle work.