Blog

A concise, non‑technical primer explaining what "data science and analytics" covers, when to hire an analyst versus a data scientist, common freelance deliverables and project templates, and a short hiring checklist with how Swaplance can help match and manage freelancers.

A concise, beginner-friendly roadmap to Python for data science: what it is, six libraries to learn first, a realistic 3‑month plan with project ideas, and practical steps for freelancers and clients to turn skills into paid work.