Education of Business Analysts: Generally, they come from business and humanities backgrounds. Data Analysis accumulates and then analyzes it to persuade the decision making for the business. In Data Science, many tools and techniques are used to mine the insights from data. It involves statistics, scientific methods, mathematics, etc. for analysis of data.