Certificate in Data & Urban Performance

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The Certificate in Data & Urban Performance is a comprehensive course designed to meet the growing industry demand for data-driven urban solutions. This program equips learners with essential skills to collect, analyze, and visualize urban data, enabling them to make informed decisions that improve the livability of cities.

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ใ“ใฎใ‚ณใƒผใ‚นใซใคใ„ใฆ

By blending urban planning, data science, and policy-making, this course empowers learners to tackle complex urban challenges, such as traffic management, infrastructure planning, and environmental sustainability. The curriculum covers key topics, including data collection methods, data analysis techniques, and visualization tools, ensuring that learners are well-prepared to excel in this high-growth field. As data-driven decision-making becomes increasingly critical to the success of cities worldwide, this course offers learners a unique opportunity to develop their skills and advance their careers in urban planning, policy-making, and data analysis. By completing this program, learners will demonstrate their expertise in leveraging data to improve urban performance and drive positive change.

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ๅ…ฑๆœ‰ๅฏ่ƒฝใช่จผๆ˜Žๆ›ธ

LinkedInใƒ—ใƒญใƒ•ใ‚ฃใƒผใƒซใซ่ฟฝๅŠ 

ๅฎŒไบ†ใพใง2ใƒถๆœˆ

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ใ‚ณใƒผใ‚น่ฉณ็ดฐ

โ€ข Data Collection Techniques
โ€ข Data Analysis for Urban Planning
โ€ข Introduction to Data Visualization
โ€ข Urban Data and GIS
โ€ข Performance Metrics for Urban Management
โ€ข Data-Driven Decision Making in Cities
โ€ข Data Ethics and Privacy in Urban Contexts
โ€ข Case Studies in Data and Urban Performance
โ€ข Tools and Technologies for Urban Data Management

ใ‚ญใƒฃใƒชใ‚ขใƒ‘ใ‚น

The Certificate in Data & Urban Performance is designed to equip learners with in-demand skills for the UK job market. Here's a 3D pie chart showcasing the percentage distribution of various roles related to data and urban performance: 1. **Data Scientist**: In high demand due to their expertise in machine learning, predictive analytics, and statistical modeling. Data scientists earn an average salary of ยฃ45,000 to ยฃ75,000 per year in the UK. 2. **Data Analyst**: Crucial for data-driven decision-making, data analysts collect, process, and perform statistical analyses on data. They earn an average salary of ยฃ25,000 to ยฃ45,000 per year in the UK. 3. **Data Engineer**: Responsible for building and maintaining data infrastructure, data engineers earn an average salary of ยฃ40,000 to ยฃ80,000 per year in the UK. 4. **Data Visualization Specialist**: Proficient in creating interactive dashboards and visualizations, they earn an average salary of ยฃ30,000 to ยฃ55,000 per year in the UK. 5. **Business Intelligence Developer**: Tasked with designing and creating data reports, they earn an average salary of ยฃ30,000 to ยฃ60,000 per year in the UK.

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ใ‚ณใƒผใ‚นใ‚’ๆญฃๅธธใซๅฎŒไบ†ใ™ใ‚‹ใจใ€ไฟฎไบ†่จผๆ˜Žๆ›ธใ‚’ๅ—ใ‘ๅ–ใ‚Šใพใ™ใ€‚

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ใ‚ณใƒผใ‚นใ‚’ๅฎŒไบ†ใ™ใ‚‹ใฎใซใฉใ‚Œใใ‚‰ใ„ๆ™‚้–“ใŒใ‹ใ‹ใ‚Šใพใ™ใ‹๏ผŸ

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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
CERTIFICATE IN DATA & URBAN PERFORMANCE
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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