Coding is made easier by R programming, which is why many data scientists prefer it over other programming languages.? For someone who is intrigued by this language and its work and wants to learn R through certifications, this list article is perfect for you.
Introduction to R programming
R Programming, or R, is a programming language designed for statistical computing and graphics. R is an open-source programming language used as a data analysis and statistical software tool. You can learn the R Programming language as it is useful not just for technical fields but also for business. The emergence of R in the Data Science field has opened many job opportunities in this field.
We have constructed this list article which consists of the top intermediate-level skills required, course providers and intermediate-level R programming courses. Read along to find out how you can start your journey in this realm and choose a course that is best suited for you.
Top R programming Skills Required at the Intermediate Level
The important skills required for R programming are as under:?
Data Visualization?
Data visualization is used for the graphical demonstration of data. It is a methodology to convert raw data into charts. Data visualization can help make data more comprehensive. Data visualization skills while using R can help interpret data quickly and efficiently.
Statistics with R
R comes with a variety of features to perform statistical analysis on data sets. Some major statistical concepts that you should be well versed with are:
- Mean, median, mode and range in R.
- Quartiles and interquartile ranges.
- Variance and standard deviation.
Top R programming Learning Platforms?
There are various learning platforms available for? R Programming. The top course providers are listed as under:
- Codecademy: It is an online skill development platform with the goal of setting an interactive way of learning that is engaging, flexible and accessible globally.
- Coursera: It is a US-based online course provider that works with various universities to come up with online courses, certifications and degrees in varied subjects.
- Eduonix: Its learning solutions provide easy-to-understand training and skill development online courses and workshops for learners.
- Datacamp: It equips companies and individuals with all the skills they need to work with data in the real world. Their USP is that they provide a hands-on learning experience with interactive exercises, short videos and job assistance.
- One Education: It is an online learning platform with a team of industry professionals delivering content. Its aim is to help people gain practical knowledge and skills to enhance their careers.
- Dataquest: It aims at teaching data skills to the whole world. It is an online course provider making data skills accessible to the whole world.
- PluralSight: It is an online course provider with over 1500+ expert authors and 1700+ employees and is trusted by 70% of the Fortune 500 companies. Their aim is to create progress through technology and develop the skills of tomorrow.
- Udacity: It is a leading certification and course provider to train the world’s workforce in the careers of the future. They partner with leading technology companies to identify the critical skills required and bring them to everybody’s doorstep.?
Top R Programming Courses
We have prepared a list of the top R programming courses available for intermediate-level learners that you can refer to:
- This course teaches the principles and concepts involved in the analysis and design of large software systems.
- Pedagogy: This self-paced course has a duration of 2 months and comes with instructor-moderated discussions and post-course interactions.
- Hands-on approach: This course provides hands-on training to its learners for real-world applications.
- Faculty: This course has international faculty with ample experience as instructors.
- Price: You can join this course free of cost.
- This course will teach you how to create restful web services with Go's standard library.
- Pedagogy: This self-paced course has a duration of 150 minutes and includes downloadable courses, instructor-moderated discussions and post-course interactions.
- Hands-on approach: This course comes with case-based learning and a capstone project towards the end.
- Faculty: This course has international faculty with over 10 years of experience in the field of development.
- Price: You can join this course for:
- ?433/month
- $13/month
- £11/month
- This track will teach you how to import data from many sources including.csv and.xls.?
- Pedagogy: This self-paced course has a duration of 14 hours and comes with instructor-moderated discussions and post-course interactions.
- Hands-on approach: This course has hands-on training, virtual labs and capstone projects for its learners.
- Faculty: This course has international faculty.
- Price: You can join this course free of cost.
- This course will teach you how to export data to any object, including vectors, lists, and other objects.
- Pedagogy: This self-paced course has a duration of 4 hours and comes with instructor-moderated discussions and post-course interactions.
- Hands-on approach: This course has hands-on training, virtual labs and capstone projects for its learners.
- Faculty: This course has international faculty.
- Price: You can join this course free of cost.
- This course will cover everything you need to know about xts.
- Pedagogy: This self-paced course has a duration of 4 hours and comes with instructor-moderated discussions and post-course interactions.
- Hands-on approach: This course has hands-on training, virtual labs and capstone projects for its learners.
- Faculty: This course has international faculty.
- Price: You can join this course free of cost.
- This course will show you how to master data table data series data.
- Pedagogy: This self-paced course has a duration of 4 hours and comes with instructor-moderated discussions and post-course interactions.
- Hands-on approach: This course has hands-on training, virtual labs and capstone projects for its learners.
- Faculty: This course has international faculty.
- Price: You can join this course free of cost.
- This course teaches you how to gather data from Twitter using R? Programming, how to conduct basic analysis of the data gathered from Twitter and how to extract the emotion expressed in the tweets gathered.
- Pedagogy: This self-paced course has a duration of 3.2 hours and comes with lifetime access, instructor-moderated discussions and post-course interactions.
- Faculty: This course has international faculty.
- Price: You can join this course for:
- ?249/month
- $4/month
- £4/month
- This course will show you how to master the R programming language and create functional Web GIS applications with it.
- Pedagogy: This self-paced course extends for 2 hours and comes with instructor-moderated discussions and post-course interactions.
- Faculty: The faculty of this course provides personalized teaching for its learners.
- Assessment: This course ensures regular assessments and exams for self-evaluation.
- Price: You can join this course for:
- ?2,452
- $36
- £30
- This course is the best way to gain deep insights and knowledge about this topic.
- Pedagogy: This self-paced course extends for 3 hours and comes with instructor-moderated discussions and post-course interactions.
- Faculty: The faculty of this course provides personalized teaching for its learners.
- Assessment: This course ensures regular assessments and exams for self-evaluation.
- Accreditations: This course is accredited by The CPD Certificate Service.
- Price: You can join this course for:
- ?2,452
- $36
- £30
- This course will help you to understand data manipulation in R, key R techniques to create reports using R markdown, data processing in R, and much more.
- Pedagogy: This self-paced course extends for 3 weeks and comes with instructor-moderated discussions and post-course interactions.
- Faculty: The faculty of this course provides personalized teaching for its learners.
- Assessment: This course ensures regular assessments and exams for self-evaluation.
- Accreditations: This course is accredited by The CPD Certificate Service.
- Price: You can join this course for:
- ?2,452
- $36
- £30
- This course introduces the dplyr program and shows how to use it in conjunction with R.?
- Pedagogy: This self-paced course has a duration of 8 hours and comes with instructor-moderated discussions and post-course interactions.
- Hands-on approach: This course provides a capstone project towards the end.
- Price: You can join this course free of cost.
- This project-based course will teach you how to use R for credit card fraud detection.?
- Pedagogy: This self-paced course has a duration of 1.5 hours and comes with instructor-moderated discussions and post-course interactions.
- Hands-on approach: This course is equipped with case-based learning, virtual labs and a capstone project.
- Faculty: This course has international faculty.?
- Price: You can join this course for:
- ?689
- $9
- £7
- This course is offered by Duke University and will teach you how to calculate the return on a portfolio of securities and quantify the market risk.
- Pedagogy: This self-paced course has a duration of 15 hours and comes with instructor-moderated discussions and post-course interactions.
- Hands-on approach: This course is equipped with case-based learning, virtual labs and a capstone project.
- Faculty: This course has international faculty.?
- Price: You can join this course for:
- ?1,691/month
- $21/month
- £18/month
- This course will equip you with skills such as RStudio, R programming and Six Sigma management.
- Pedagogy: This self-paced course has a duration of 2 hours and comes with instructor-moderated discussions and post-course interactions.
- Hands-on approach: This course is equipped with case-based learning, virtual labs and a capstone project.
- Faculty: This course has international faculty.?
- Price: You can join this course for:
- ?689
- $9
- £7
- This project will teach you how to use SELECT statements with the WHERE clause in order to create conditions for data retrieved from the R data frame.?
- Pedagogy: This self-paced course has a duration of 2 hours and comes with instructor-moderated discussions and post-course interactions.
- Hands-on approach: This course is equipped with case-based learning, virtual labs and a capstone project.
- Faculty: This course has international faculty.?
- Price: You can join this course for:
- ?689
- $9
- £7
- This project will help learners visualize different types of static networks of Marvel heroes using the base R plot functions and the igraph package.?
- Pedagogy: This self-paced course has a duration of 2 hours and comes with instructor-moderated discussions and post-course interactions.
- Hands-on approach: This course is equipped with case-based learning, virtual labs and a capstone project.
- Faculty: This course has international faculty.?
- Price: You can join this course for:
- ?689
- $9
- £7
- This course covers programming basics, visualization, data munging and clustering, machine learning, network analysis, web graphics and techniques for dealing with large amounts of data.
- Pedagogy: This self-paced course has a duration of 15.11 hours and comes with instructor-moderated discussions and post-course interactions.
- Hands-on approach: This course is equipped with hands-on training.
- Faculty: This course has international faculty.?
- Price: You can join this course for:
- ?3,410
- $42
- £35
- This course will teach you R programming, data structures and visualization.
- Pedagogy: This self-paced course has a duration of 2.9 hours and comes with instructor-moderated discussions and post-course interactions.
- Hands-on approach: This course is equipped with hands-on training.
- Faculty: This course has international faculty.?
- Price: You can join this course for:
- ?3,410
- $42
- £35
- This course will teach you Shiny R to create visual, interactive, and data-based web apps.
- Pedagogy: This self-paced course has a duration of 4.52 hours and comes with instructor-moderated discussions and post-course interactions.
- Hands-on approach: This course is equipped with hands-on training.
- Faculty: This course has international faculty.?
- Price: You can join this course for:
- ?3,410
- $42
- £35
- This course will teach you how to use R to manipulate densely-populated data for business analytics.
- Pedagogy: This self-paced course lasts 4.52 hours and comes with instructor-moderated discussions and post-course interactions.
- Hands-on approach: This course is equipped with hands-on training.
- Faculty: This course has international faculty.?
- Price: You can join this course for:
- ?3,410
- $42
- £35
Final Thoughts
In conclusion, the availability of quality R programming courses for intermediate-level learners is vast and diverse. With R's growing popularity and importance in data analysis, statistics, and machine learning, these courses provide valuable opportunities for individuals to enhance their skills and knowledge.
The top 20 R programming courses presented in this article offer a range of options, from comprehensive online programs to specialized courses focused on specific domains. Learners can opt for courses that align with their interests, goals, and desired level of proficiency.
These online courses cover various topics and are designed to provide a balance between theoretical foundations and practical application, enabling learners to gain hands-on experience with real-world datasets. By enrolling in these courses, intermediate-level learners can deepen their understanding of R, sharpen their analytical abilities, and broaden their skill set.
Overall, by investing time and effort into these courses, learners can strengthen their analytical capabilities and position themselves for success in a data-driven world.