Professional Certificate in Data Analysis and Visualization with R for Business

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The Professional Certificate in Data Analysis and Visualization with R for Business is a valuable course that provides learners with essential skills for career advancement in today's data-driven world. This certificate course focuses on teaching learners how to use R, a powerful programming language, to analyze and visualize data, and to apply these skills to real-world business problems.

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ใ“ใฎใ‚ณใƒผใ‚นใซใคใ„ใฆ

In this course, learners will gain hands-on experience in data manipulation, statistical analysis, and data visualization using R and its packages. They will learn how to interpret and communicate data insights effectively, which are critical skills for any business professional. With the increasing demand for data analysis and visualization skills across industries, this certificate course is an excellent opportunity for learners to enhance their skillset and stand out in the job market. By completing this course, learners will be equipped with the essential skills needed to succeed in data-related roles and advance their careers.

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ใ‚ณใƒผใ‚น่ฉณ็ดฐ

โ€ข Introduction to Data Analysis and Visualization with R & RStudio
โ€ข Understanding Data Structures in R (vectors, matrices, data frames, lists)
โ€ข Data Manipulation and Cleaning with R (dplyr, tidyr packages)
โ€ข Exploratory Data Analysis with R (summary statistics, data visualization)
โ€ข Statistical Inference and Hypothesis Testing in R (t-tests, ANOVA, chi-square tests)
โ€ข Data Visualization in R (ggplot2, ggvis packages)
โ€ข Creating Interactive Data Visualizations with R (shiny, plotly packages)
โ€ข Advanced Data Visualization Techniques in R (small multiples, treemaps, heatmaps)
โ€ข Communicating Data Insights with R (storytelling, report generation)

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The Professional Certificate in Data Analysis and Visualization with R for Business empowers learners with the necessary skills to excel in various data-driven roles. We will focus on three primary roles driven by industry demand: Data Analyst, Data Scientist, and Business Intelligence Analyst. The Data Analyst role takes center stage at 60%, drawing on R's powerful data manipulation and visualization capabilities for statistical analysis and insight generation. Data Scientists follow closely at 30%, employing R for advanced machine learning techniques and predictive modeling to tackle complex business challenges. Lastly, Business Intelligence Analysts comprise 10% of the roles, using R and data visualization to translate data insights into strategic business decisions. Dive into this comprehensive program and elevate your career in the rapidly expanding field of data analysis and visualization with R for Business.

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ใ‚ตใƒณใƒ—ใƒซ่จผๆ˜Žๆ›ธใฎ่ƒŒๆ™ฏ
PROFESSIONAL CERTIFICATE IN DATA ANALYSIS AND VISUALIZATION WITH R FOR BUSINESS
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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