What's included

• Understanding the Business Context

  The first step in data analysis is understanding the business problems or questions to be answered. This involves understanding the objectives and goals of the analysis and developing a clearly defined scope for the analysis.

• Data Preparation & Cleaning

  Data preparation and cleaning involves collecting, organizing, and transforming raw data to ensure it is accurate, complete, and formatted correctly for analysis. This process includes handling missing values, correcting errors, and removing duplicates.

• Data Analysis

  Analyze data, using multiple techniques, to identify insights and trends, draw conclusions, and make predictions. Descriptive statistics, data aggregation, and visualizations are often used to perform the analysis.

• Reporting

  A comprehensive report or presentation containing key findings, visualizations (such as charts and graphs), statistical summaries, actionable insights, and recommendations based on the analysis is created and shared.