Data Science with R

Equip yourself with the statistical power of R to transform raw data into actionable insights.

Duration

2 Days

Language

English

Delivery Mode

Online/Hybrid/Face-to-Face

Course Overview

This comprehensive program provides a solid foundation in data science principles using the R programming language. Participants will navigate the entire data lifecycle—from cleaning and preprocessing raw datasets to performing complex statistical analyses and building predictive machine learning models. By leveraging R's robust ecosystem, including tools for high-impact data visualization, learners will gain the practical skills necessary to solve real-world challenges and present findings through interactive, data-driven narratives.

Learning Objectives

Apply fundamental R programming concepts, including data structures and control logic, to solve computational problems.
Perform comprehensive data manipulation and cleaning to prepare messy, real-world datasets for analysis.
Execute exploratory data analysis (EDA) to uncover hidden patterns, trends, and relationships within data.
Implement statistical testing and hypothesis validation to ensure the accuracy of data-driven conclusions.
Develop and evaluate machine learning models for classification, regression, and clustering tasks.
Design professional-grade visualizations and interactive dashboards to communicate complex insights effectively.

Course Outline

Day 01

R Programming Essentials: Introduction to the environment, syntax, and the extensive package ecosystem.
Data Wrangling and Preprocessing: Techniques for handling missing values, transforming variables, and merging diverse datasets.
Advanced Statistical Methods: Applying hypothesis testing, regression analysis, and statistical modeling.
Supervised and Unsupervised Machine Learning: Training algorithms for predictive accuracy and pattern recognition.
Visual Storytelling with ggplot2: Creating impactful plots and interactive visualizations for executive reporting.
Applied Data Projects: Hands-on case studies focused on solving industry-specific data challenges.

Certification

OrientMCT Certified

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Contact

Our Global Locations

Abu Dhabi, UAE - HQ

7th Floor, Al Otaiba Bldg.
Electra Str. Abu Dhabi
+971 2 6225999

Karachi, Pakistan

Fortune Tower,
Shahra-e-Faisal, Karachi

Sydney, Australia

Level 15/60 Station St E,
NSW 2150, Sydney

Toronto, Canada

1592 Stevenson Street,
L9T 5Z4, Milton, Ontario