What Are The Steps in a Typical Data Analysis Project?

A typical data analysis project involves several structured steps. It begins with defining the problem and understanding the business objective. Next, data collection is done from relevant sources, followed by data cleaning to handle missing values or errors. Once the data is clean, exploratory data analysis is performed to uncover patterns and relationships. This is followed by data modeling using statistical or machine learning techniques. Finally, insights are interpreted and visualized to support decision-making. Each step requires critical thinking and domain knowledge. If you want to build these skills effectively, consider enrolling in a data analyst course in noida with placement.