Professional Certificate in R: Data Manipulation Techniques

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The Professional Certificate in R: Data Manipulation Techniques is a comprehensive course that empowers learners with essential data manipulation skills using R, a popular programming language. This course highlights the significance of data manipulation in the modern data-driven world, where the ability to extract, clean, transform, and prepare data for analysis is highly sought after.

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ใ“ใฎใ‚ณใƒผใ‚นใซใคใ„ใฆ

With an increasing industry demand for data-savvy professionals, this course equips learners with the necessary skills to meet the challenges of data manipulation in various sectors. Learners will master advanced R concepts, data manipulation packages like dplyr and tidyr, and data visualization techniques, enabling them to turn raw data into meaningful insights for informed decision-making. By completing this course, learners will be well-positioned for career advancement in data analysis, business intelligence, and related fields, showcasing their ability to manage and manipulate data effectively using R, a powerful and versatile tool in today's data-centric world.

100%ใ‚ชใƒณใƒฉใ‚คใƒณ

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ๅ…ฑๆœ‰ๅฏ่ƒฝใช่จผๆ˜Žๆ›ธ

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ใ‚ณใƒผใ‚น่ฉณ็ดฐ

โ€ข Data
manipulation
with R
Basics
โ€ข Working with
Data Frames
โ€ข Data Subsetting and
Selection
โ€ข Data Transformation
and Aggregation
โ€ข Data Cleaning
and Preparation
โ€ข Data Reshaping
and Pivoting
โ€ข Data Import and
Export
โ€ข Data Visualization
with R
โ€ข Advanced
Data Manipulation
Techniques in
R

ใ‚ญใƒฃใƒชใ‚ขใƒ‘ใ‚น

In the UK, the demand for professionals skilled in data manipulation techniques is on the rise, with exciting job opportunities and competitive salary ranges. Here are some of the top roles associated with the Professional Certificate in R: Data Manipulation Techniques, presented in a 3D pie chart: *Data Analyst*: With a 30% share, data analysts play a crucial role in interpreting complex datasets to help businesses make informed decisions. The average salary for a data analyst in the UK is around ยฃ30,000 per year. *Data Scientist*: Holding 40% of the market share, data scientists work with large-scale data to extract insights, create predictive models, and optimize business processes. The median salary for a data scientist in the UK is approximately ยฃ50,000 per year. *Data Engineer*: With a 20% share, data engineers are responsible for building and maintaining data systems, pipelines, and databases. The average salary for a data engineer in the UK is around ยฃ60,000 per year. *Business Intelligence Developer*: With a 10% share, business intelligence developers design systems that allow businesses to access and analyze their data. The average salary for a business intelligence developer in the UK is around ยฃ45,000 per year. As industries continue to rely on data-driven decision-making, the demand for professionals skilled in data manipulation techniques is expected to grow. Equip yourself with the knowledge and skills required for these in-demand roles by enrolling in a Professional Certificate in R: Data Manipulation Techniques.

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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 R: DATA MANIPULATION TECHNIQUES
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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