Professional Certificate in Data Science in Operational Direction

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The Professional Certificate in Data Science in Operational Direction is a crucial course designed to meet the growing industry demand for data-savvy professionals. This program equips learners with fundamental data science skills, enabling them to leverage data-driven insights for effective decision-making in operational roles.

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ใ“ใฎใ‚ณใƒผใ‚นใซใคใ„ใฆ

With a strong focus on practical applications, the course covers key topics including data manipulation, statistical analysis, data visualization, and machine learning. These skills are essential for career advancement in various industries, including technology, finance, healthcare, and marketing. By completing this certificate course, learners will gain a competitive edge in the job market, demonstrating their ability to apply data science principles to real-world challenges and drive operational success.

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ๅพ…ๆฉŸๆœŸ้–“ใชใ—

ใ‚ณใƒผใ‚น่ฉณ็ดฐ

โ€ข Data Collection: Understanding data sources, data types, and data collection techniques. Introducing best practices for data collection in operational contexts.
โ€ข Data Cleaning: Learning to identify and handle missing or inconsistent data, understanding the importance of clean data for data-driven decision making.
โ€ข Data Wrangling: Techniques for transforming and manipulating data to fit specific needs.
โ€ข Exploratory Data Analysis: Learning to use statistical methods and data visualization to explore and analyze data.
โ€ข Data Visualization: Understanding the principles of effective data visualization, and mastering popular data visualization tools and libraries.
โ€ข Machine Learning Fundamentals: Introducing machine learning concepts, algorithms, and applications. Understanding supervised and unsupervised learning.
โ€ข Predictive Modeling: Learning to build, evaluate, and optimize predictive models. Understanding the concept of model validation and selection.
โ€ข Operational Decision Making: Applying data science techniques to support operational decision making. Understanding the impact of data-driven decision making on business outcomes.
โ€ข Data Ethics and Privacy: Learning to identify and address ethical issues in data science, and understanding privacy concerns and regulations.

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ใ„ใคใ‚ณใƒผใ‚นใ‚’้–‹ๅง‹ใงใใพใ™ใ‹๏ผŸ

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ใ‚ญใƒฃใƒชใ‚ข่จผๆ˜Žๆ›ธใ‚’ๅ–ๅพ—

ใ‚ตใƒณใƒ—ใƒซ่จผๆ˜Žๆ›ธใฎ่ƒŒๆ™ฏ
PROFESSIONAL CERTIFICATE IN DATA SCIENCE IN OPERATIONAL DIRECTION
ใซๆŽˆไธŽใ•ใ‚Œใพใ™
ๅญฆ็ฟ’่€…ๅ
ใงใƒ—ใƒญใ‚ฐใƒฉใƒ ใ‚’ๅฎŒไบ†ใ—ใŸไบบ
London School of International Business (LSIB)
ๆŽˆไธŽๆ—ฅ
05 May 2025
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