The fundamentals of statistical thinking are crucial for success and remain the same whether you're dealing with small or big data. In their article [1], Roger Hoerl and Ronald Snee discussed 8 building blocks of statistical thinking. Here's a summary of the practical tips, mistakes, and relevant case studies.