Certificate in R: Foundations for Data Science

Name: Certificate in R: Foundations for Data Science
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The Certificate in R: Foundations for Data Science is a comprehensive course designed to equip learners with essential data science skills using R programming. This certification program emphasizes the importance of R, a powerful statistical software, in data analysis, visualization, and modeling.

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AboutThisCourse

With the increasing industry demand for data-driven decision-making, this course is crucial for career advancement in various sectors, including finance, healthcare, technology, and marketing. By enrolling in this program, learners will gain hands-on experience in data manipulation, statistical analysis, and machine learning using R. They will also master critical thinking, problem-solving, and communication skills necessary to excel in the competitive data science landscape. By the end of the course, learners will have created a robust portfolio of data science projects, showcasing their skills to potential employers and positioning them as valuable assets in the ever-evolving data-driven world.

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CourseDetails

• Introduction to R • Understanding R syntax, data types, and basic operations
• Data Structures in R • Working with vectors, matrices, data frames, and lists
• Data Manipulation with dplyr • Filtering, sorting, summarizing, and transforming data
• Data Visualization with ggplot2 • Creating and customizing static and interactive plots
• Data Wrangling with tidyr • Tidying, reshaping, and summarizing data sets
• Statistical Analysis in R • Performing statistical tests, regression analysis, and time series analysis
• Data Modeling with caret • Building predictive models using machine learning algorithms
• Data Management with SQL • Querying and manipulating data using SQL in R
• Best Practices for R Development • Code organization, version control, and testing in R

CareerPath

The Certificate in R: Foundations for Data Science program covers essential skills required for data science roles in the UK. This section showcases a 3D pie chart with Google Charts to represent the relevance of various roles in the industry. The data science jobs market is booming, with a variety of roles in high demand. Data Analyst, Data Scientist, and Data Engineer positions are some of the most sought-after roles in the UK. The 3D pie chart below breaks down the relevance of these roles for those with a Certificate in R: Foundations for Data Science.

Data Analyst roles make up 45% of the industry relevance, focusing on interpreting and analyzing complex datasets. Data Scientists, who often work on predictive modeling and machine learning, contribute to 35% of the industry's demand. Finally, Data Engineers, responsible for

EntryRequirements

BasicUnderstandingSubject
ProficiencyEnglish
ComputerInternetAccess
BasicComputerSkills
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FastTrack GBP £140

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AcceleratedLearningPath

ThreeFourHoursPerWeek
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StandardMode GBP £90

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FlexibleLearningPace

TwoThreeHoursPerWeek
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CERTIFICATE IN R: FOUNDATIONS FOR DATA SCIENCE

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London School of International Business (LSIB)

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05 May 2025

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