Build a strong foundation in data analysis and statistical computing by mastering R syntax, data manipulation, and exploratory data analysis.
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このコースについて
Data science is the driving force behind modern decision-making, and R remains one of the most powerful tools for statistical discovery. This course introduces the core concepts of the field through the lens of the R programming language, focusing on clarity and logical workflows. You will transition from a beginner to a confident practitioner capable of handling datasets and extracting meaningful insights through written instruction and code-based exercises.
What you'll learn:
- Understand the fundamental principles of the data science lifecycle and statistical thinking.
- Master R syntax including modern piping and tidy data structures.
- Clean and transform raw data into usable formats using industry-standard libraries.
- Perform exploratory data analysis to uncover hidden patterns and trends.
- Apply basic statistical methods to validate hypotheses and interpret results.
- Create clear and informative data visualizations to communicate findings effectively.
The course begins with essential terminology and foundational definitions before moving into practical data wrangling and visualization techniques. You will progress through written explanations and code snippets that reinforce logical thinking and programming proficiency. This course is designed for absolute beginners with no prior experience in programming or statistics. Start your journey into data science by mastering the core principles of R today.