Certificate in R for Advanced Data Wrangling
-- viewing nowThe Certificate in R for Advanced Data Wrangling is a comprehensive course designed to enhance your data analysis skills using R, a powerful statistical programming language. This course is crucial in today's data-driven world, where the ability to manipulate, analyze, and visualize large datasets is highly sought after.
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Course Details
• Advanced Data Manipulation with dplyr: Learn to manipulate data frames using advanced dplyr verbs such as mutate(), summarise(), group_by(), and filter().
• Data Wrangling with tidyr: Understand how to reshape data using spread() and gather() functions, as well as how to handle missing data.
• Data Transformation with stringr: Master the art of string manipulation with the stringr package, including functions such as str_replace(), str_detect(), and str_split().
• Data Visualization with ggplot2: Learn advanced visualization techniques using the ggplot2 package, including creating custom themes, faceting, and layering plots.
• Efficient Data Wrangling with data.table: Understand how to use the data.table package for fast and efficient data manipulation, including subsetting, merging, and aggregation.
• Data Transformation with lubridate: Master the manipulation of date and time data using the lubridate package, including parsing, formatting, and arithmetic operations.
• Data Wrangling with sqldf: Learn how to use SQL queries within R to manipulate data, including filtering, sorting, and joining tables.
• Data Transformation with purrr: Understand how to use the purrr package to apply functions to lists and vectors, including mapping, reducing, and iterating.
• Data Wr
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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