Professional Certificate in Data Wrangling with R for Analysts
-- viewing nowThe Professional Certificate in Data Wrangling with R for Analysts is a comprehensive course that empowers learners with essential data wrangling skills using R, a powerful programming language. This course is vital in today's data-driven world, where the ability to manipulate and transform raw data into usable formats is highly sought after.
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Course Details
• Introduction to Data Wrangling with R & tidyverse & an overview of essential packages & why data wrangling is important.
• Importing & Exporting Data in R: Reading & writing various data formats (CSV, Excel, SQL, etc.) using R's built-in functions & additional packages.
• Data Cleaning & Preparation: Handling missing values, outliers, & inconsistent data, & standardizing formats using tidyverse functions.
• Data Transformation & Reshaping: Manipulating data structures, merging datasets, & creating new variables with dplyr & tidyr.
• Data Visualization: Creating effective charts, plots, & graphs to summarize & communicate data insights with ggplot2.
• Data Aggregation & Summarization: Grouping, summarizing, & computing statistics on data using dplyr.
• Advanced Data Wrangling Techniques: Working with strings, factors, & dates, & applying custom functions with stringr, lubridate, & purrr.
• Data Wrangling Best Practices: Maintaining code quality, version controlling, & automated testing with RStudio.
• Applying Data Wrangling Skills in Practical Scenarios: Real-world datasets & analytical projects for hands-on experience.
Career Path
Entry Requirements
- Basic understanding of the subject matter
- Proficiency in English language
- Computer and internet access
- Basic computer skills
- Dedication to complete the course
No prior formal qualifications required. Course designed for accessibility.
Course Status
This course provides practical knowledge and skills for professional development. It is:
- Not accredited by a recognized body
- Not regulated by an authorized institution
- Complementary to formal qualifications
You'll receive a certificate of completion upon successfully finishing the course.
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