Certificate in R: Data Analysis and Visualization Fundamentals

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The Certificate in R: Data Analysis and Visualization Fundamentals is a comprehensive course designed to equip learners with essential data analysis and visualization skills using R programming. This certification program emphasizes the importance of data-driven decision making in today's technology-driven world.

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ใ“ใฎใ‚ณใƒผใ‚นใซใคใ„ใฆ

With the increasing demand for data analysis skills across industries, this course provides learners with a strong foundation in R programming, enabling them to manipulate and analyze data effectively. The course covers essential topics such as data wrangling, statistical analysis, and data visualization, empowering learners to communicate data insights visually and accurately. By completing this course, learners will be able to demonstrate their proficiency in R programming, a critical skill for many jobs in data analysis, business intelligence, and research. This certification will enhance learners' career advancement opportunities, making them valuable assets to their organizations and increasing their competitiveness in the job market.

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ใ‚ณใƒผใ‚น่ฉณ็ดฐ

โ€ข Introduction to R & RStudio
โ€ข Data Structures in R (Vectors, Matrices, Lists, Data Frames)
โ€ข Basic Data Manipulation in R
โ€ข Data Import & Export in R
โ€ข Data Cleaning & Preparation
โ€ข Exploratory Data Analysis (EDA) using R
โ€ข Data Visualization Fundamentals in R
โ€ข Charting Libraries in R (ggplot2, lattice, etc.)
โ€ข Advanced Data Visualization Techniques
โ€ข Final Project: Real-world Data Analysis & Visualization using R

ใ‚ญใƒฃใƒชใ‚ขใƒ‘ใ‚น

The **Certificate in R: Data Analysis and Visualization Fundamentals** is a popular choice for individuals looking to enhance their data analysis and visualization skills. With the increasing demand for data-driven decision-making across industries, professionals with these skills are highly sought after. Let's dive into some statistics to understand the job market trends, salary ranges, and skill demand in the UK. Data Analyst roles account for <55%> of the demand in the UK job market. With a median salary of ยฃ28,000, this role involves analyzing and interpreting complex data to help businesses make informed decisions. Data Scientist roles make up <30%> of the demand, and they require a more advanced set of skills, focusing on machine learning and predictive modeling. These professionals earn a median salary of ยฃ45,000. Lastly, Business Intelligence Analyst roles represent the remaining <15%> of the demand, offering a median salary of ยฃ35,000. This role involves analyzing data to improve business operations and decision-making. In conclusion, the **Certificate in R: Data Analysis and Visualization Fundamentals** can open doors to various exciting roles in the data analysis field. Equip yourself with the right skills and stay updated on market trends to secure your dream job.

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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
CERTIFICATE IN R: DATA ANALYSIS AND VISUALIZATION FUNDAMENTALS
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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