Advanced Certificate in Data Modeling for Data Science

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The Advanced Certificate in Data Modeling for Data Science offers ten comprehensive units designed to meet high industry demand for skilled data professionals. This program emphasizes the critical importance of robust data modeling in driving business intelligence and machine learning success.

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Learners gain essential skills in conceptual, logical, and physical modeling, along with advanced techniques for big data environments. By mastering these competencies, participants are well-equipped for career advancement into roles such as Data Architect or Senior Data Scientist. The curriculum ensures graduates can design efficient, scalable data structures, making them invaluable assets in today's data-driven economy.

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์™„๋ฃŒ๊นŒ์ง€ 2๊ฐœ์›”

์ฃผ 2-3์‹œ๊ฐ„

์–ธ์ œ๋“  ์‹œ์ž‘

๋Œ€๊ธฐ ๊ธฐ๊ฐ„ ์—†์Œ

๊ณผ์ • ์„ธ๋ถ€์‚ฌํ•ญ

  • Introduction to Data Modeling for Data Science
  • Relational Database Design and ER Diagrams
  • Data Warehousing and Dimensional Modeling
  • NoSQL Databases and Data Modeling
  • Data Modeling for Big Data (Hadoop, Spark)
  • Data Visualization and Data Modeling
  • Advanced SQL for Data Modeling
  • Data Governance and Metadata Management

๊ฒฝ๋ ฅ ๊ฒฝ๋กœ

Data Science Career Roles (UK) Description Data Scientist Develops and implements advanced analytical models, utilizing data modeling techniques and machine learning algorithms for business insights.

High demand.

Data Analyst Collects, cleans, and interprets data to identify trends and patterns.

Strong foundation in data modeling principles essential.

Database Administrator (DBA) Manages and maintains databases, ensuring data integrity and accessibility.

Expertise in data modeling crucial for optimal database design.

Business Intelligence Analyst Analyzes business data to support strategic decision-making.

Requires data modeling skills to create effective visualizations and reports.

Machine Learning Engineer Builds and deploys machine learning models into production environments; uses data modeling to optimize model performance.

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์™œ ์‚ฌ๋žŒ๋“ค์ด ๊ฒฝ๋ ฅ์„ ์œ„ํ•ด ์šฐ๋ฆฌ๋ฅผ ์„ ํƒํ•˜๋Š”๊ฐ€

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ํš๋“ํ•  ๊ธฐ์ˆ 

Data Modeling Entity Design Relationship Mapping Schema Optimization

์ฝ”์Šค ์ˆ˜๊ฐ•๋ฃŒ

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๊ฒฝ๋ ฅ ์ธ์ฆ์„œ ํš๋“

์ƒ˜ํ”Œ ์ธ์ฆ์„œ ๋ฐฐ๊ฒฝ
ADVANCED CERTIFICATE IN DATA MODELING FOR DATA SCIENCE
์—๊ฒŒ ์ˆ˜์—ฌ๋จ
ํ•™์Šต์ž ์ด๋ฆ„
์—์„œ ํ”„๋กœ๊ทธ๋žจ์„ ์™„๋ฃŒํ•œ ์‚ฌ๋žŒ
London School of International Business (LSIB)
์ˆ˜์—ฌ์ผ
05 May 2025
๋ธ”๋ก์ฒด์ธ ID: s-1-a-2-m-3-p-4-l-5-e
์ด ์ž๊ฒฉ์ฆ์„ LinkedIn ํ”„๋กœํ•„, ์ด๋ ฅ์„œ ๋˜๋Š” CV์— ์ถ”๊ฐ€ํ•˜์„ธ์š”. ์†Œ์…œ ๋ฏธ๋””์–ด์™€ ์„ฑ๊ณผ ํ‰๊ฐ€์—์„œ ๊ณต์œ ํ•˜์„ธ์š”.
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