Math, Numerical Methods & Data Analytics

Exploratory Data Analysis with Excel

Mastering Exploratory Data Analysis Techniques with Excel

Workload: 80 hours Topics: Computational Statistics
Initial Registration โ€” 80 EUR This initial payment is credited toward tuition. Program-specific discounts may apply.
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Program overview

Exploratory Data Analysis with Excel is a comprehensive course designed to equip participants with essential skills for analyzing and interpreting data effectively using Excel. This program emphasizes hands-on experience, allowing learners to engage in project-based activities that foster a deep understanding of data visualization, statistical analysis, and the practical application of analytical techniques. Participants will not only develop proficiency in Excelโ€™s data analysis tools but also gain insights into how to present their findings compellingly.
The course is structured to facilitate interactive learning experiences, encouraging collaboration among participants. Each module builds on the previous one, culminating in a final project that requires learners to apply their skills in a real-world context. By the end of the course, participants will have the opportunity to publish their results in Cademix Magazine, showcasing their analytical capabilities to a broader audience. This program is particularly beneficial for those looking to enhance their career prospects in data-driven roles.
Introduction to Exploratory Data Analysis (EDA) concepts
Overview of Excelโ€™s data analysis features
Data cleaning and preparation techniques
Descriptive statistics and summary measures
Data visualization best practices using charts and graphs
Identifying patterns and trends in datasets
Correlation and regression analysis in Excel
Utilizing pivot tables for data summarization
Advanced Excel functions for data manipulation
Final project: Conducting EDA on a provided dataset and presenting findings

Learning goal

Develop proficiency in exploratory data analysis techniques using Excel, enabling participants to interpret and present data effectively.

Target group

Graduates, job seekers, business professionals, and optionally researchers or consultants.

Prerequisites

Basic knowledge of Excel and familiarity with statistical concepts.

Format and certification

Teaching method: Project-based, interactive.

Certificate: Certificate of Attendance or Certificate of Expert issued by Cademix Institute of Technology.

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Cademix Institute of Technology e.U.Continuing Education ยท Professional Development ยท Austria