Executive Development Programme in Data Science for Planners

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The Executive Development Programme in Data Science for Planners is a certificate course designed to provide learners with essential data science skills critical for career advancement in urban planning and related fields. This programme is increasingly important as organizations recognize the value of data-driven decision-making in addressing complex urban challenges.

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ใ“ใฎใ‚ณใƒผใ‚นใซใคใ„ใฆ

The course covers key data science concepts, tools, and techniques, including data visualization, machine learning, and statistical analysis. Through hands-on exercises, case studies, and real-world projects, learners gain practical experience in applying data science methods to urban planning problems. With the growing demand for data-savvy professionals in urban planning, this programme equips learners with the skills necessary to succeed in this dynamic and evolving field. By integrating data science and urban planning, learners will be able to leverage data to inform policy, improve service delivery, and enhance the quality of life in cities. In summary, this Executive Development Programme in Data Science for Planners is a valuable investment for professionals seeking to advance their careers and make a meaningful impact on urban planning and development.

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ใฉใ“ใ‹ใ‚‰ใงใ‚‚ๅญฆ็ฟ’

ๅ…ฑๆœ‰ๅฏ่ƒฝใช่จผๆ˜Žๆ›ธ

LinkedInใƒ—ใƒญใƒ•ใ‚ฃใƒผใƒซใซ่ฟฝๅŠ 

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ใ„ใคใงใ‚‚้–‹ๅง‹

ๅพ…ๆฉŸๆœŸ้–“ใชใ—

ใ‚ณใƒผใ‚น่ฉณ็ดฐ

โ€ข Foundations of Data Science
โ€ข Data Wrangling and Cleaning
โ€ข Statistical Analysis and Data Interpretation
โ€ข Data Visualization for Planners
โ€ข Machine Learning for Urban Planning
โ€ข Big Data and Spatial Analysis
โ€ข Ethical Considerations in Data Science
โ€ข Communicating Data Insights to Stakeholders
โ€ข Capstone Project: Applying Data Science to Real-World Planning Problems

ใ‚ญใƒฃใƒชใ‚ขใƒ‘ใ‚น

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In the Executive Development Programme for Data Science, we focus on cultivating leaders in five key roles that are driving the data-driven revolution in various industries. These roles include Business Intelligence Developers, Data Engineers, Data Scientists, Machine Learning Engineers, and Data Analysts. The following section highlights the importance of each role and their respective demand in the UK job market. **Business Intelligence Developer** - Involves designing, developing, and maintaining data reporting and business analytics systems - Expected to understand databases, data mining, and warehousing practices - Average UK salary: ยฃ45,000 - ยฃ65,000 **Data Engineer** - Responsible for the development and maintenance of data systems and architectures - Should be proficient in data warehousing, big data platforms, and cloud services - Average UK salary: ยฃ50,000 - ยฃ80,000 **Data Scientist** - Utilizes advanced statistical techniques, predictive modeling, and machine learning to derive insights from data - Proficient in programming languages such as Python, R, and SQL - Average UK salary: ยฃ50,000 - ยฃ90,000 **Machine Learning Engineer** - Focuses on implementing machine learning algorithms and models in real-world applications - Strong programming skills and experience with cloud platforms (e.g., AWS, GCP, Azure) - Average UK salary: ยฃ60,000 - ยฃ100,000 **Data Analyst** - Processes and interprets complex data sets, presenting findings in a clear, concise manner - Familiarity with data visualization tools and techniques - Average UK salary: ยฃ30,000 - ยฃ50,000 These roles represent excellent opportunities for professionals looking to advance in the data science field, with each offering a substantial range of salaries and varying levels of skill demand. By investing in the Executive Development Programme in Data Science for Planners, candidates can develop the skills necessary to excel in these roles and contribute to data-driven decision-making in their respective organizations.

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  • ไธป้กŒใฎๅŸบๆœฌ็š„ใช็†่งฃ
  • ่‹ฑ่ชžใฎ็ฟ’็†Ÿๅบฆ
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  • ใ‚ณใƒผใ‚นๅฎŒไบ†ใธใฎ็Œฎ่บซ

ไบ‹ๅ‰ใฎๆญฃๅผใช่ณ‡ๆ ผใฏไธ่ฆใ€‚ใ‚ขใ‚ฏใ‚ปใ‚ทใƒ“ใƒชใƒ†ใ‚ฃใฎใŸใ‚ใซ่จญ่จˆใ•ใ‚ŒใŸใ‚ณใƒผใ‚นใ€‚

ใ‚ณใƒผใ‚น็Šถๆณ

ใ“ใฎใ‚ณใƒผใ‚นใฏใ€ใ‚ญใƒฃใƒชใ‚ข้–‹็™บใฎใŸใ‚ใฎๅฎŸ็”จ็š„ใช็Ÿฅ่ญ˜ใจใ‚นใ‚ญใƒซใ‚’ๆไพ›ใ—ใพใ™ใ€‚ใใ‚Œใฏ๏ผš

  • ่ชๅฏใ•ใ‚ŒใŸๆฉŸ้–ขใซใ‚ˆใฃใฆ่ชๅฎšใ•ใ‚Œใฆใ„ใชใ„
  • ่ชๅฏใ•ใ‚ŒใŸๆฉŸ้–ขใซใ‚ˆใฃใฆ่ฆๅˆถใ•ใ‚Œใฆใ„ใชใ„
  • ๆญฃๅผใช่ณ‡ๆ ผใฎ่ฃœๅฎŒ

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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่ฉณ็ดฐใชใ‚ณใƒผใ‚นๆƒ…ๅ ฑใ‚’ใŠ้€ใ‚Šใ—ใพใ™

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ใ“ใฎใ‚ณใƒผใ‚นใฎๆ”ฏๆ‰•ใ„ใฎใŸใ‚ใซไผš็คพ็”จใฎ่ซ‹ๆฑ‚ๆ›ธใ‚’ใƒชใ‚ฏใ‚จใ‚นใƒˆใ—ใฆใใ ใ•ใ„ใ€‚

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ใ‚ญใƒฃใƒชใ‚ข่จผๆ˜Žๆ›ธใ‚’ๅ–ๅพ—

ใ‚ตใƒณใƒ—ใƒซ่จผๆ˜Žๆ›ธใฎ่ƒŒๆ™ฏ
EXECUTIVE DEVELOPMENT PROGRAMME IN DATA SCIENCE FOR PLANNERS
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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