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R Programmer By DataCamp

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Total Duration
44 Hours

Gain the career-building programming skills you need to successfully develop software, wrangle data, and perform advanced data analysis in R. No prior coding experience required. In this track, you'll learn how to manipulate data, write efficient R code, and work with challenging data, including date and time data, text data, and web data using APIs. As you become more comfortable with these skills, you'll move on to learn about writing functions and object-oriented programming—an essential …

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Courses in this Learning Path
1
Introduction to the Tidyverse
DataCamp Course via DataCamp
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Duration : 4 hours
Price :₹1,093
Level :Beginner
Learn Type :Certification
Introduction to the Tidyverse

This article will introduce R programming language and Tidyverse, an extremely powerful tool set. The tools dplyr and ggplot will help you understand the interconnected process of data manipulation, visualization, and how they work together. You'll learn how to sort and filter historical data in order to answer exploratory questions. The ggplot2 package can convert these data into informative …

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2
Dr. Semmelweis and the Discovery of Handwashing
DataCamp Course via DataCamp
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Price :₹1,093
Level :Beginner
Learn Type :Certification
Dr. Semmelweis and the Discovery of Handwashing

Hungarian physician Ignaz Semmelweis discovered handwashing in 1847. He discovered that childbed fever was caused by contamination of the hands. By requiring handwashing in his hospital, he saved hundreds of children's lives.

3
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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4
Writing Efficient R Code
DataCamp Course via DataCamp
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Duration : 4 hours
Price :₹1,093
Level :Intermediate
Learn Type :Certification
Writing Efficient R Code

R's strength lies in its ability to do data analysis. Sometimes R can be slow and cause problems in our analysis. You should be familiar with the best techniques to speed up analysis in order to reduce computation time and gain insight as quickly as possible.

5
Working with Dates and Times in R
DataCamp Course via DataCamp
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Duration : 4 hours
Price :₹1,093
Level :Intermediate
Learn Type :Certification
Working with Dates and Times in R

The data available in dates and times is vast. These are crucial for answering questions starting with when, how frequently, or how long. Because they can come in many formats, and behave in surprising ways, it can be confusing. This course will show you how to manipulate and parse dates and times in R. It will also teach you how to find out the birthplace of R, Auckland's weather, and how long …

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6
Drunken Datetimes in Ames, Iowa
DataCamp Course via DataCamp
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Price :₹1,093
Level :Intermediate
Learn Type :Certification
Drunken Datetimes in Ames, Iowa

The [Who is drunk and when in Ames, Iowa project]. You looked at breathalyzer test data from the State of Iowa. This dataset contained a lot date-time manipulation. This project will help you uncover temporal trends within the Ames breath alcohol data. This project is easy for anyone who has experience with the lubridate and dplyr packages. To answer questions like "What day has the highest …

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7
String Manipulation with stringr in R
DataCamp Course via DataCamp
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Duration : 4 hours
Price :₹1,093
Level :Intermediate
Learn Type :Certification
String Manipulation with stringr in R

Character strings can be found at all stages of data science projects. It is possible to extract text data, clean up strings and turn numeric results into sentences that can be used in reports. It is possible to match strings with patterns. This course will show you how to disassemble strings and put them back together. You can also use stringr to match strings and extract strings using regular …

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8
Data Manipulation with R
DataCamp Course via DataCamp
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Duration : 20 hours
Price :₹1,093
Level :Beginner
Learn Type :Certification
Data Manipulation with R

Data in real-world situations is messy. Packages like data.table and dplyr are valuable because they make it easy to organize real-world data. These packages make data manipulation easy by extracting, filtering and transforming data. This makes it possible to perform reliable and fast data analysis. This is the right track if you are looking to improve your data manipulation skills. As you …

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9
Web Scraping in R
DataCamp Course via DataCamp
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Duration : 4 hours
Price :₹1,093
Level :Intermediate
Learn Type :Certification
Web Scraping in R

Websites that have a lot of data (e.g. product reviews and prices) may not be suitable for data analysis. Many data providers and authorities publish their data in tables format. If you do not see a download link on these sites, don't be discouraged. This course will show you how to quickly extract data from any website using R. It will also teach you how to use CSS and HTML through hands-on …

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10
Introduction to Writing Functions in R
DataCamp Course via DataCamp
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Duration : 4 hours
Price :₹1,093
Level :Beginner
Learn Type :Certification
Introduction to Writing Functions in R

By being able create your own functions, your analyses will be more easy to read and more precise. Function writing is more efficient than any other skill. This course will cover the basics of function writing. This course will cover both the arguments and the return values. Your focus will be on data science functions that are useful and use real-world data to analyze Wyoming's stock …

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11
Clustering Bustabit Gambling Behavior
DataCamp Course via DataCamp
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Price :₹1,093
Level :Intermediate
Learn Type :Certification
Clustering Bustabit Gambling Behavior

Ever wondered what the gambling behavior at the casino was like? Some people seem to win more, while others can be risky and reckless with their bets. Others are more casual about the experience. While collecting this data from the casino might be a challenge, there is an online platform called [Bustabit](https://www.bustabit.com/play) in which gamblers can bet Bitcoin. We have data from …

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12
Introduction to Shell
DataCamp Course via DataCamp
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Duration : 4 hours
Price :₹1,093
Level :Beginner
Learn Type :Certification
Introduction to Shell

The Unix command line is a versatile tool that allows users to perform complex tasks in a matter of keystrokes. It has been around almost 50 years. Because it allows users to run programs on clouds or clusters that might exist halfway around the world, and combine programs in new ways, the Unix command line is often called "universal glue" of programming. This course will cover its key elements …

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13
Defensive R Programming
DataCamp Course via DataCamp
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Duration : 4 hours
Price :₹1,093
Level :Intermediate
Learn Type :Certification
Defensive R Programming

R scripts are easy to write. Good R code is not easy. This course will cover defensive programming. It is a set of standard techniques that can be used in order to reduce bugs and improve team work. We will talk about how to avoid common mistakes and how to deal with those that do occur. The course will conclude with a discussion about when to move from script to package and project.

14
Developing R Packages
DataCamp Course via DataCamp
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Duration : 4 hours
Price :₹1,093
Level :Intermediate
Learn Type :Certification
Developing R Packages

This course will show you how to create an R Package from scratch. First, create the basic structure of your package and then add metadata. Once you have established the package's basic structure, you can learn how to document it. This is crucial for creating high-quality packages others can use and your future self – "can also use. Once you have constructed the components of your package, you …

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15
Object-Oriented Programming with S3 and R6 in R
DataCamp Course via DataCamp
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Duration : 4 hours
Price :₹1,093
Level :Intermediate
Learn Type :Certification
Object-Oriented Programming with S3 and R6 in R

Object-oriented programming (OOP) allows you to define relationships between functions and objects. This allows you to manage complexity in your code. This course is designed for intermediate students. It introduces OOP using R3 and R6. The S3 R programming tool is great for everyday use. Many of the functions that you write are simplified by it. R6 is especially useful for industry-specific …

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16
R Programming by DataCamp
DataCamp Course via DataCamp
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Duration : 22 hours
Price :₹1,093
Level :Beginner
Learn Type :Certification
R Programming by DataCamp

This beginner's course will teach you how to program like a programmer. You'll first learn how to use common data structures in R such as vectors, data frames, and matrices. Next, you will master conditional statements and loops. Then, you'll learn how to optimize your code through code benchmarking and code profiling. You'll also learn how to write functions and object-oriented program (OOP). …

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