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Data Manipulation with R by DataCamp

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Total Duration
20 Hours

Real-world data is messy. That’s why packages like dplyr and data.table are so valuable. Using these packages, you can take the pain out of data manipulation by extracting, filtering, and transforming your data, clearing a path for quick and reliable data analysis. If you want to improve your data wrangling skills this is the track for you. You’ll learn how to prepare real-world data for analysis and grow your expertise as you work with multiple tables. You’ll also gain hands-on experience of …

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Courses in this Learning Path
1
Data Manipulation with dplyr
DataCamp Course via DataCamp
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Duration : 4 hours
Price :₹1,093
Level :Beginner
Learn Type :Certification
Data Manipulation with dplyr

Let's say you have a great dataset that you want to know more about. What can you do to begin answering the questions about the data? To answer these questions, you can use dplyr. It can also assist with basic data transformations. Learn how to add, subtract, or modify variables and aggregate data. You'll also be able to explore a dataset that contains information about the United States. These …

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2
Joining Data with dplyr
DataCamp Course via DataCamp
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Duration : 4 hours
Price :₹1,093
Level :Intermediate
Learn Type :Certification
Joining Data with dplyr

Data science can involve interesting data that is spread across many tables. This course will help you combine different tables for analysis. To help you improve your skills, a fun dataset will be created about LEGOs. This dataset contains information about LEGO parts, LEGO themes, and LEGO colors. It is spread across multiple tables. You'll work with data throughout the course as you learn six …

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3
Case Study: Exploratory Data Analysis in R
DataCamp Course via DataCamp
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Duration : 4 hours
Price :₹1,093
Level :Intermediate
Learn Type :Certification
Case Study: Exploratory Data Analysis in R

Once you've learned data manipulation and visualization tools such as dplyr and ggplot2, it will be possible to apply these skills on a real dataset. You will also learn about the historical voting process at the United Nations General Assembly. Analyzing differences across countries and time will be a part of the course. Learn more about ggplot2 or dplyr packages. You will also be able use the …

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4
Data Manipulation with data table in R
DataCamp Course via DataCamp
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Duration : 4 hours
Price :₹1,093
Level :Intermediate
Learn Type :Certification
Data Manipulation with data table in R

Data.table is a high performance package of base R's information.frame. It includes syntax enhancements and features that increase speed, programming speed, and ease-of-use. This course will teach you how to create, subset, and manipulate data.tables. Data.tables features that are database-inspired, such as built-in groupwise operations, will be covered. Learn how to quickly import and export …

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5
Joining Data with data.table in R
DataCamp Course via DataCamp
learnpath-img
Duration : 4 hours
Price :₹1,093
Level :Intermediate
Learn Type :Certification
Joining Data with data.table in R

In the real world, data sets can often be divided across multiple tables. R data analysis functions are limited to one type of data. This course will show you how to combine different data sets into one table using data.table. This course will show you how to combine multiple data sets into single tables with data.table. This course will teach you how to deal with complicated data sets, and how …

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