Advanced Data Analysis Application Using the R Programming Language
AI, Technology & Digital · 5 Days · Public · Al-Khobraa certified · From USD 3,900
Overview
Welcome to our advanced training course, "Advanced Data Analysis Application using the R Programming Language: Unleash the Power of R: Advanced Techniques for Data Analysis." In today's data-driven world, the ability to harness the full potential of R for advanced data analysis is essential for professionals seeking to extract actionable insights from complex datasets. This training course is designed to take your R programming skills to the next level by focusing on advanced techniques and tools tailored for professionals.
Learning Objectives
Proficiency with R Tools and Environments: Participants will gain proficiency in utilizing R tools and environments tailored for professionals, enhancing their productivity and efficiency in data analysis tasks.
Mastery of R Syntax and Code Documentation: Participants will learn to use R syntax effectively and implement proper code documentation practices, ensuring clarity, reproducibility, and collaboration in their data analysis projects.
Advanced Arithmetic Operations and Data Manipulation: Participants will acquire the skills necessary to perform advanced arithmetic operations, manipulate data types, and leverage guaranteed functions for mathematical operations, facilitating complex data manipulation tasks.
Effective Handling of Variables and Values: Participants will learn to deal with variables and values using different types of operators, enabling them to effectively manipulate and analyze data sets of varying complexities.
Data Visualization Techniques: Participants will learn various data visualization techniques, including point plots, line plotting, and pie charts, enabling them to create compelling visual representations of data and extract actionable insights.
Who Should Attend
This course is designed for data scientists: individuals, business intelligence professionals: professionals, it professionals: it professionals, and other professionals seeking to strengthen their capability in this area.
Data Scientists: Individuals
Business Intelligence Professionals: Professionals
IT Professionals: IT professionals
Course Outline
Day 1 — Foundations of Advanced R Programming
Introduction to advanced R tools and environments for professionals.
Mastering R syntax for advanced data analysis tasks.
Implementing proper code documentation practices using comments.
Hands-on practice: Writing and documenting R code snippets for data manipulation tasks.
Day 2 — Advanced Arithmetic Operations and Data Manipulation
Performing advanced arithmetic operations in R.
Converting data types and ensuring data integrity.
Utilizing guaranteed functions for mathematical operations.
Hands-on practice: Performing complex arithmetic operations on data sets.
Day 3 — Dealing with Variables and Values
Understanding different types of operators in R.
Handling variables and values effectively in data analysis.
Group exercises: Manipulating variables and values using various operators.
Practical examples: Solving data analysis problems involving variables and values.
Day 4 — Data Visualization Techniques
Introduction to data visualization principles.
Drawing points, lines, and basic shapes in R for data visualization.
Creating line plots to visualize trends and patterns in data.
Generating pie charts to represent categorical data distributions.
Day 5 — Advanced Data Visualization and Project Work
Advanced data visualization techniques: Enhancing plots with additional features.
Project work: Participants work on real-world data analysis projects using advanced R techniques.
Presentation preparation: Preparing to present project findings and insights.
Project presentations: Participants present their project findings to the group.
Accreditation
Al-Khobraa certified. On completion delegates receive an Al-Khobraa certificate of achievement.
What do Al-Khobraa AI, technology and digital courses cover?
The portfolio covers cyber security, data analytics and data science, artificial intelligence (AI) and machine learning, Power BI and Excel for analysis, digital transformation and IT governance. Courses are applied — delegates work with real datasets and tools rather than slideware.
Who should attend an AI, technology or digital course?
These courses suit IT and cyber security staff, data and business analysts, engineers and operations professionals who work with plant or business data, digital transformation teams, and managers who commission or govern technology projects. Foundation-level courses assume no programming background.
How long are AI, technology and digital courses, and where are they held?
Most Al-Khobraa AI, technology and digital courses run over 5 days. The exact duration, dates and city for this course are listed in the dates section on this page. Public sessions run across Saudi Arabia — Riyadh, Jeddah, Al-Khobar, Jubail and Yanbu — as well as regional and international venues, with live virtual classrooms available on request.
What certificate will I receive?
Delegates who complete the course receive an Al-Khobraa certificate of completion, issued by a Saudi-registered training provider. Al-Khobraa also delivers internationally accredited programmes; where a course carries an external awarding body such as PMI, CIPS, ILM or IOSH, that body is named on the course's own page.
Can AI, technology and digital training be delivered in-house for our team?
Yes. Any Al-Khobraa AI, technology and digital course can be delivered in-house at your own premises anywhere in Saudi Arabia or the GCC, with the content, dates and language of delivery tailored to your team. Al-Khobraa is an approved HRDF (Hadaf) provider, so eligible Saudi employers can seek training support. Contact us for a quotation.