What's included

• Data Cleaning and Preprocessing

  Removing duplicates, inconsistencies, and formatting issues in data. Handling missing or incomplete data by filling in values, deleting rows, or using interpolation.

• Data Organization

  Structuring data into useful tables, pivot tables, or charts for easy analysis. Categorizing and grouping data based on specific criteria.

• Statistical Analysis

  Performing descriptive statistics such as mean, median, standard deviation. Hypothesis testing and regression analysis for deeper insights. Correlation and trend analysis.

• Visualization

  Creating charts, graphs, and dashboards using Excel (bar, line, pie charts, etc.). Building interactive Excel dashboards for better visualization of key metrics. Using Power BI (in combination with Excel) for more advanced visualizations.

• Forecasting and Trend Analysis

  Using historical data to predict future trends (time series forecasting). Implementing regression models or moving averages to forecast sales, expenses, etc.

• Automation with Macros and VBA

  Automating repetitive tasks with Excel macros. Writing custom VBA (Visual Basic for Applications) scripts for advanced automation and reporting.

• Financial Modeling

  Creating budget templates, financial forecasts, and models for financial analysis. Analyzing cost structures, profits, and ROI (return on investment).

• Advanced Excel Functions

  Using functions like VLOOKUP, INDEX/MATCH, SUMIF, COUNTIF, and other advanced formulas for data manipulation. Implementing array formulas and nested functions for more complex analysis.

• Reporting and Presentation

  Generating reports with meaningful insights and recommendations. Presenting data analysis results in a clear and concise manner using Excel.