Blog
Reaching Expert-Vetted Status on Upwork as a Data Scientist
Upwork’s Expert-Vetted status is limited to the top 1% of talent and awarded by an expert screening panel. Reaching it took four years, 100+ clients and 6,000+ hours.
How Much Maths Do You Actually Need for Data Science?
An honest answer to the most common question from people entering data science: how much maths is genuinely required, and which parts of it matter in practice.