Lucebra
Lucebra 비즈니스
개발/데이터 사이언스/SAP 마스터 데이터 거버넌스(MDG)

Mastering Data Cleansing: Techniques and Best Practices (강좌)

MDG Data Excellence: Cleansing, Quality, Duplication, with SAP Examples

모든 레벨11 강의평생 이용권
Yoann Bierling

검증된 마스터 강사

Mastering Data Cleansing: Techniques and Best Practices
트레일러
강사를 만나세요: Yoann Bierling

18 ms

5.0 / 5.0
글로벌 평가
1시간 32분
총 내용
무엇을 배울 것인가
Basic Understanding of Data Concepts: Familiarity with the concepts of data, databases, and basic data structures will be beneficial.
Interest in Data Management: A keen interest in understanding how data can be cleaned and optimized.
Computer Literacy: Comfort with using a computer and navigating software applications.
Microsoft Excel: While not mandatory, having Microsoft Excel or a similar spreadsheet tool will be useful for following along with the data cleansing demonstrations.
코스 내용5 섹션11 강의01:32:53 총 길이

Introduction

02:27

Begin your data cleansing journey by meeting your instructor, an experienced data specialist who will guide you through the ins and outs of ensuring data quality and precision. Get to know their professional background and understand the passion they bring to the field of data management.

Agenda

12:08

In this introductory session, we lay out the roadmap for our comprehensive course. You'll discover what you'll learn, who can benefit the most from this course, the essence of data cleansing, and a clear definition to set the stage. We’ll also dive into the importance of Data Quality Assessment and why it's crucial for any data-driven business.

Introduction to Data Cleansing MDG Principles

17:17

Delve into the foundational principles of Master Data Governance (MDG) and its critical role in data cleansing. This lecture provides a solid starting point for understanding the overarching guidelines and standards that ensure high-quality data.

Data Cleansing Introduction: SAP Demo

01:29

Witness data cleansing in action within SAP. This demonstration will show you how to identify duplicates in the system, complete with an example involving duplicate customer entries in SAP tables.

Principles Of Data Cleansing

12:08

Explore the core principles that underpin effective data cleansing practices. Learn about the methodologies that lead to cleaner, more dependable data sets, and why these principles are essential for maintaining data integrity.

SAP Demo: How are duplicates created?

02:11

Go behind the scenes in SAP to learn how duplicate entries can be created. Using customer master data as an example, this demo will highlight common pitfalls and how to avoid them in your data management processes.

Benefits Of Data Cleansing

14:42

Uncover the myriad benefits of data cleansing, from improved accuracy and decision-making to greater compliance and trust in your data assets. This lecture articulates the value of cleansing, making it a compelling part of your data strategy.

SAP Demo: Extracting data for cleansing

03:23

This practical demo will guide you through the process of extracting data from an SAP table and moving it into an Excel file for cleansing. Learn the steps and best practices for ensuring a smooth data transfer for cleansing processes.

주간 학습 계획
학습 여정을 계획하세요
AI가 가용 시간에 맞춤 일정을 생성합니다
요구사항

Basic Understanding of Data Concepts: Familiarity with the concepts of data, databases, and basic data structures will be beneficial.

Interest in Data Management: A keen interest in understanding how data can be cleaned and optimized.

Computer Literacy: Comfort with using a computer and navigating software applications.

Microsoft Excel: While not mandatory, having Microsoft Excel or a similar spreadsheet tool will be useful for following along with the data cleansing demonstrations.

대상 고객

Business End Users: If you are someone who interacts with IT systems regularly, this course is a golden opportunity. You’ll significantly benefit by acquiring skills to maintain and enhance the quality and reliability of the data you manage, leading to improved daily operations and data integrity.

Data Analysts and Data Scientists: For professionals immersed in the world of data analysis and management, this course is a beacon, enlightening the path to optimized data quality, enabling more precise insights, and facilitating better-informed and strategic decisions based on reliable and accurate data.

IT Professionals: If you’re responsible for sustaining IT systems and data infrastructures, this course will equip you with the practical knowledge essential to bolster the integrity and reliability of organizational data within IT environments, ensuring smooth and efficient IT operations.

Consultants and Implementers: For those actively engaged in the implementation and consultation of IT systems, the knowledge acquired here will be invaluable. It will enable you to uphold superior data quality standards in your projects, ensuring the delivery of optimal results and client satisfaction.

이 코스에 대하여

Embark on a journey to data excellence with our comprehensive course, designed to equip you with the essential tools and techniques for effective data cleansing within SAP environments. This meticulously crafted program bridges the gap between theoretical knowledge and practical application, providing you with a deep dive into the world of data quality enhancement.


Throughout the course, you will unravel the complexities of identifying and eliminating duplicate data, a crucial step towards maintaining data integrity. You'll gain proficiency in utilizing SAP's robust data governance tools to pinpoint inaccuracies and resolve them efficiently. We'll walk you through a series of real-world scenarios, teaching you to assess data quality with precision and navigate SAP systems with confidence.


Learn not just how to clean data, but also how to sustain its cleanliness with ongoing assessments and optimizations. Our expert-led demonstrations will show you how to extract data for cleansing and execute mass changes within the SAP framework, ensuring that your data remains accurate and reliable for decision-making.


This course goes beyond simple data entry corrections; it empowers you to become a custodian of quality, leveraging SAP's potent features to uphold and enhance data standards across any enterprise. Whether you're a data management novice or seeking to augment your existing skills, this course is your stepping stone to becoming a champion of data quality in the digital age.

커리어 기회 및 목표 직무

실무 중심의 역량을 강화하고 글로벌 경쟁력을 갖춘 핵심 직무에 지원하세요

실무 즉시 적용 커리큘럼
지원 가능한 주요 직무

AI Solutions Engineer

Data Science Consultant

Machine Learning Practitioner

AI Workflow & Automation Specialist

예상 평균 연봉
$105,000 – $165,000 / yr
글로벌 시장 수요

Fastest Growing Worldwide (#1)

습득하게 되는 핵심 실무 역량
Model Fine-Tuning & Evaluation
Data Pipelines & Vector Analysis
Applied Generative AI Architecture
Predictive Analytics & Deployment
* 글로벌 IT 채용 벤치마크 및 산업별 급여 보고서를 바탕으로 한 추정치입니다.
강사 소개
5.0 평가
1 학생
프로필 전체 보기
Yoann Bierling
메인 강사
Empowering Businesses Through SAP Solutions | Expert in SAP Training, Data Governance, and Project Success
Yoann Bierling is an SAP training expert and founder of YB.Digital, dedicated to helping businesses succeed in international projects through effective SAP solutions. With hands-on experience in data analysis, project management, and SAP implementation, he has supported numerous global supply chain and financial optimization programs. A seasoned corporate trainer and digital nomad, Yoann specializes in digital transformation and data governance. Fluent in English and French, and conversational in Russian, Polish, and Spanish, he is committed to making SAP knowledge globally accessible and impactful....

학생들도 구매했어요

이 강좌를 본 학습자는 다음 최고 등급 강좌에도 등록했습니다.

Revolutionizing UML Design with ChatGPT and PlantUML
개발 | UML(통합 모델링 언어)

Learn UML design faster with ChatGPT and PlantUML automation.

5.0
1시간 30분
20 개 강의
중급
$19.99

$24.99

AI Chatbots: Compare Top AI Tools - ChatGPT Vs. Claude. Vs.
개발 | 인공지능(AI)

Compare and master the leading AI chatbots with hands-on tutorials and expert tips for effective use

5.0
1시간
20 개 강의
전체 난이도
$12.99

$54.99

C# Basics for Beginners: Learn C# Fundamentals by Coding
개발 | C#(프로그래밍 언어)

Master C# Basics in no Time - A Comprehensive Course Packed with Examples, tips and exercises!

5.0
2시간 30분
17 개 강의
전체 난이도
$19.99
ChatGPT Masterclass: A Complete ChatGPT Zero to Hero!
개발 | 채팅GPT

ChatGPT for Beginners: Use ChatGPT to WIN in your CAREER as a professional or Make a Business Using ChatGPT OpenAI!

5.0
3시간
37 개 강의
전체 난이도
$24.99
Microsoft SQL Server Bootcamp 2025: Go from Zero to Hero
개발 | SQL

Become an Expert at Microsoft SQL! By writing SQL queries for Data Analytics and Data Science base concepts

5.0
6시간 30분
87 개 강의
전체 난이도
$9.99

$39.99

Python For Beginners in telugu - పైథాన్ కోడింగ్
개발 | Python

Master Python Fundamentals in Telugu – Variables, Loops, Functions, OOPs, Projects and More with Practical Examples

5.0
9시간 30분
90 개 강의
전체 난이도
$44.99

$74.99

자주 묻는 질문

이 과정에 대한 가장 일반적인 질문에 대한 답변을 찾아보세요.

예! 강좌 강의와 과제를 100% 완료하면 Lucebra 프로필에서 직접 확인된 디지털 수료증을 즉시 다운로드할 수 있습니다.

Technology 분야 더 알아보기

공인 수료증, 관련 전자책 및 실시간 라이브 수업을 통해 학습의 폭을 넓혀보세요.