Math, Numerical Methods & Data Analytics

Data Cleaning and Preparation in Excel

Mastering Data Cleaning and Preparation Techniques in Excel

Workload: 160 hours Topics: Spreadsheet Modeling and Analysis
Initial Registration โ€” 80 EUR This initial payment is credited toward tuition. Program-specific discounts may apply.
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Program overview

Data Cleaning and Preparation in Excel equips participants with essential skills to manage and enhance data quality effectively. The course emphasizes practical, project-based learning, where attendees will engage in hands-on exercises that simulate real-world data scenarios. By the end of this program, participants will have developed a robust understanding of data manipulation techniques, enabling them to prepare datasets for analysis confidently.
The curriculum covers a wide array of topics crucial for effective data management. Participants will learn how to identify and rectify data inconsistencies, perform data transformations, and apply various Excel functions to streamline their workflows. Furthermore, the course encourages participants to publish their findings and projects in Cademix Magazine, fostering a culture of knowledge sharing and professional growth.
Introduction to Data Cleaning Concepts
Understanding Data Types and Formats
Techniques for Identifying Missing Values
Methods for Handling Duplicates
Data Transformation Techniques (e.g., Pivot Tables, VLOOKUP)
Utilizing Excel Functions for Data Validation
Formatting Data for Enhanced Readability
Strategies for Merging and Splitting Data
Creating Automated Cleaning Workflows with Macros
Final Project: Comprehensive Data Cleaning Case Study

Learning goal

To develop proficiency in data cleaning and preparation techniques using Excel, enabling participants to produce high-quality datasets for analysis.

Target group

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

Prerequisites

Basic knowledge of Excel and familiarity with data analysis concepts.

Format and certification

Teaching method: Project-based, interactive.

Certificate: Certificate of Attendance, 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