Professional Certificate in Data Analysis and Visualization: Foundations

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The Professional Certificate in Data Analysis and Visualization: Foundations is a crucial course designed to equip learners with essential data analysis and visualization skills. In today's data-driven world, the ability to analyze and interpret complex data sets is in high demand across industries.

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ใ“ใฎใ‚ณใƒผใ‚นใซใคใ„ใฆ

This course covers fundamental concepts, tools, and techniques for data analysis and visualization, including data cleaning, statistical analysis, and visual storytelling. Learners will gain hands-on experience with popular data analysis tools such as Excel, Python, and Tableau. Upon completion, learners will be able to extract insights from data, communicate findings effectively through visualizations, and make data-driven decisions. This certificate course provides a strong foundation for career advancement in data analysis, business intelligence, and related fields. With the increasing importance of data in decision-making processes, this course is an excellent opportunity for professionals to enhance their skillset and stand out in the job market.

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ๅ…ฑๆœ‰ๅฏ่ƒฝใช่จผๆ˜Žๆ›ธ

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ๅพ…ๆฉŸๆœŸ้–“ใชใ—

ใ‚ณใƒผใ‚น่ฉณ็ดฐ

โ€ข Introduction to Data Analysis: Understanding data analysis foundations, data types, and data sources.
โ€ข Data Cleaning: Identifying and handling missing data, outliers, and inconsistencies.
โ€ข Data Wrangling: Data transformation, merging, and reshaping with real-world examples.
โ€ข Statistical Analysis: Descriptive and inferential statistics, probability distributions, and statistical testing.
โ€ข Exploratory Data Analysis (EDA): Data visualization and interpretation, univariate and multivariate analysis.
โ€ข Data Visualization Fundamentals: Visualization principles, color theory, and designing effective charts.
โ€ข Data Visualization Tools: Hands-on experience with popular tools, such as Python libraries Matplotlib, Seaborn, and Plotly, and R packages ggplot2 and highcharter.
โ€ข Data Storytelling: Communicating insights effectively for various audiences, using interactive visualizations.
โ€ข Data Ethics: Privacy, security, and ethical considerations in data analysis and visualization.

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In the UK, the demand for professionals in the field of data analysis and visualization is on the rise. The need for individuals who can understand and interpret complex data sets is driving the growth of various roles, including: - **Data Analyst**: With a 55% share, data analysts are the most sought-after professionals, transforming raw data into actionable insights. - **Data Scientist**: Coming in second, data scientists (30%) utilize advanced statistical methods and machine learning algorithms to analyze and predict trends. - **Business Intelligence Analyst**: Making up 10% of the market, these professionals bridge the gap between IT and business, leveraging data for strategic decision-making. - **Data Engineer**: With a 5% share, data engineers build and maintain the infrastructure needed for efficient data storage, processing, and retrieval. The average salary ranges for these roles vary, with data analysts earning around ยฃ30,000 to ยฃ45,000, data scientists earning ยฃ40,000 to ยฃ70,000, business intelligence analysts earning ยฃ35,000 to ยฃ60,000, and data engineers earning ยฃ45,000 to ยฃ80,000 annually. By pursuing a **Professional Certificate in Data Analysis and Visualization: Foundations**, you'll gain the necessary skills to excel in these roles and contribute to the UK's growing data-driven economy.

ๅ…ฅๅญฆ่ฆไปถ

  • 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€‚

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

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ใ‚ตใƒณใƒ—ใƒซ่จผๆ˜Žๆ›ธใฎ่ƒŒๆ™ฏ
PROFESSIONAL CERTIFICATE IN DATA ANALYSIS AND VISUALIZATION: FOUNDATIONS
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
ใƒ–ใƒญใƒƒใ‚ฏใƒใ‚งใƒผใƒณID๏ผš s-1-a-2-m-3-p-4-l-5-e
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