
Explore the data analysis process, from inspecting, cleaning, transforming, and modeling data to uncover insights and support decision making, including descriptive, diagnostic, predictive, and prescriptive analysis.
Understand statistical analysis, hypothesis testing, and population versus sample to infer insights from data; learn steps and how to build a predictive model using null and alternative hypotheses.
Explore frequency and percentage analysis in Excel using pivot tables to reveal profession distribution, compute counts and percentages, and visualize results with bar and pie charts.
Explore exploratory data analysis with Excel pivot tables to compute average price, quantity, and rating by category, then visualize insights with pivot charts and color-based total sales.
Unlock the full potential of Microsoft Excel as a powerful tool for data analytics, statistical analysis, and interactive dashboard creation. This comprehensive course will equip you with the skills and knowledge needed to harness Excel's capabilities for data cleaning, statistical insights, and dynamic visualization. This course combines hands-on practical exercises, and interactive sessions to ensure participants gain a thorough understanding of data analytics, statistics, and dashboard creation using Microsoft Excel.
Key Learning Objectives:
Data Cleaning and Preparation:
Techniques for identifying and addressing missing data, outliers, and inconsistencies.
Utilizing Excel functions and tools for effective data validation and transformation.
Statistical Analysis:
Exploring fundamental statistical concepts applicable in Excel.
Performing descriptive statistics and inferential statistics using Excel functions.
Conducting hypothesis testing to make data-driven decisions.
Interpretation and Communication:
Developing the ability to interpret statistical results accurately.
Effectively communicating insights derived from data analysis.
Interactive Dashboard Design:
Building dynamic and user-friendly dashboards in Excel.
Mastering PivotTables, PivotCharts, and slicers for interactive data exploration.
Incorporating various data visualization techniques, including charts and graphs.
By enrolling now, you will be able to unleash the full potential of Excel for data-driven decision-making and improve your ability to translate raw data into actionable insights through the use of engaging visuals.