R for Beginners
Siti Zulaikha
A skilled and dedicated trainer with expertise in data analytics, statistical modeling, and programming tools, this professional brings a practical, learner-focused approach to every session. With experience delivering training across diverse industries and academic levels, they specialize in simplifying complex concepts and equipping participants with real-world, job-ready skills. Known for their interactive teaching style and up-to-date knowledge of tools like Python, R, Power BI, and Stata, this trainer is committed to building data literacy and fostering continuous learning among individuals and teams alike.
Training Outline
Introduction to R and RStudio environment setup
Understanding data types, vectors, lists, and data frames
Importing and exporting data from various formats (CSV, Excel, etc.)
Data cleaning and preprocessing using
dplyrandtidyrExploratory data analysis (EDA) with summary statistics
Data visualization using
ggplot2Writing functions and basic control structures
Creating reproducible reports with R Markdown
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Li Mei
CEOThe Lumina team brought a perfect balance of technical expertise and strategic thinking. They helped us build predictive models that improved our customer retention efforts significantly. The collaboration was smooth, and the impact was immediate.
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