Data Science has recently emerged as one of the most popular fields. That's because there is a pressing need to analyse and gain insights from the large volumes of data. Industries convert raw data into meaningful data products. Different tools and techniques are used to churn this raw data. Though there are diverse programming languages, the most used one for data science is R. It is used to research, process, transform, and visualize data.?
Since R plays such a huge role in data analysis today, it is worth mastering. This list article is prepared with the aim of providing you with information on top intermediate-level courses for R programming in data science and answers all your queries related to them.
Introduction to R for Data Science
R programming in data science, developed in the 90s, is similar to S programming and is used to operate, store and examine data. R programming for data science is a domain for statistical and graphical analysis. An open-source software, R, is applied to all kinds of visualization projects. Some industries such as banking, telecommunications and media also use R for data science.?
This article consists of comprehensive information about all the top skills required, course providers and intermediate-level R for data science courses. Read along to find out how you can move forward in this realm and choose a course that is best suited for you.
Top R for Data Science Skills Required at Intermediate Level
The top skills required for R are listed below-
Data visualization is used for the graphical demonstration of data. Data visualization can help make data more comprehensive. Data visualization skills while using R can help interpret data quickly and efficiently.
Rstudio, an integrated development environment for R, helps develop statistical models using R programming. It supports tools for debugging, plotting and workspace management.
Top R for Data Science Learning Platforms
There are various learning platforms available for R programming. The top course providers are listed as under-.
- Eduonix:
It is a skill development organization that provides online degrees and certifications. Their aim is to bring world-class training content and best learning practices to every learner across the globe.
- 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.
- Future Learn:
It is an online certification and degree provider that has a course for every professional skill that you want to master. They have a faculty of educators from top universities and cultural institutions.
- Simpliv LLC:
It is a global online learning platform providing online training on various topics. It imparts life skills to its learners with its cost-effective courses.?
- O’Reilly
: With various formats, including live online training courses, interactive tutorials, books, videos, and case studies, O’Reilly equips all workforce members with the insight they need to stay ahead in an ever-changing economy.
- 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.
- Codecademy
: It is an online skill development platform to set an interactive way of learning that is engaging, flexible and accessible globally.
- edX
: It offers a wide range of high-quality online courses from the world’s top universities and institutions in various disciplines, with some courses at no charge.
- 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.
- 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.
- QuickStart
: It is one of the leading IT skills training platforms, accredited by Microsoft, Cisco, NetApp, ITIL and various other certification bodies. Their learning platform is incorporated with AI with multi-modal knowledge transfer.
R for Data Science Courses
The list below gives insights into the top courses for R programming offered by different institutions-
- This course will help learners get started with data science and R programming.
- Pedagogy: This self-paced course lasts 6 hours and comes with instructor-moderated discussions and post-course interactions.
- Faculty: The faculty of this course ensures personalized teaching for its learners.
- Assessment: This course allows self-evaluation through regular assessments and exams.
- Price: The pricing of this course is not available.
- This course makes you familiar with the concepts of data science, statistics and R programming using real-time examples.
- Pedagogy: This course is self-paced for 9 hours with instructor-moderated discussions.
- Faculty: The faculty comprises Stanford-educated, ex-Googlers, IIT, and IIM educated ex- Flipkart lead analysts with degrees in machine learning and deep learning.
- Hands-on approach: This course is detail-oriented, comprehensive, provides hands-on training for practical implications of theoretical concepts and ends with a CapStone project.
- Accreditation: This is an accredited course that offers industry-related assistance to help learners grow professionally.
- Price: The pricing of this course is not available.
- This is a capstone course offered by IBM that teaches you the application of data science skills and techniques using R programming.
- Pedagogy: This self-paced course is induced with instructor-moderated discussions.
- Faculty: The instructors are highly qualified in the relevant principles of data science, mathematics and engineering.
- Price: The pricing of this course is not available.
- This course is for business professionals who want to understand how to identify a business problem and use data science to solve it.
- Pedagogy: This self-paced course lasts 7 hours and comes with instructor-moderated discussions and post-course interactions.
- Faculty: This course has international faculty with experience in data science.
- Price: The pricing of this course is not available.
- This course enriches you with data science concepts using R programming with analytics and visualization in a single course.
- Pedagogy: This course is instructor-paced and extends for 6.99 hours.
- Faculty: The course has instructor-moderated discussions, and the faculty comprises industry experts with more than a decade of teaching experience.
- Price: You can join this course for:
- ?300
- $4
- ￡3
- This course will help you become a more efficient data miner, analyst and statistician.
- Pedagogy: This self-paced course extends 8.55 hours and comes with lifetime access, instructor-moderated discussions and post-course interactions.
- Hands-on approach: This course is induced with hands-on training and a capstone project towards the end.
- Faculty: This course has international faculty with a training experience of more than a decade.
- Price: You can join this course for:
- ?300
- $4
- ￡3
- This training teaches you how to create and customize many chart types using ggplot2, one of the most popular packages for data visualization with R.
- Pedagogy: this instructor-paced course extends for 1 day and comes with instructor-moderated discussions and post-course interactions.
- Hands-on approach: This course emphasizes case-based learning and live classes.
- Faculty: The faculty of this course ensures personalized teaching with human interaction.
- Price: You can join this course for:
- ?36,357
- $499
- ￡366
- This course provides a solid introduction to R programming language and fundamental data visualization concepts.
- Pedagogy: This self-paced course lasts 3 hours and includes 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 for:
- ?999
- $14
- ￡10
- This course provides a solid introduction to R programming and fundamental statistics concepts.
- Pedagogy: This self-paced course lasts 1 hour and comes with instructor-moderated discussions and post-course interactions.
- Hands-on approach: This course comes with a capstone project towards the end.
- Price: You can join this course for:
- ?999
- $14
- ￡10
- This course, offered by CloudSwyft Global Systems, Inc, will introduce you to R programming.
- Pedagogy: This self-paced course lasts 3 weeks and comes with lifetime access, instructor-moderated discussions and post-course interactions.
- Faculty: This course has international faculty and provides an alumni network.
- Accreditations: This course is accredited by Microsoft.
- Price: You can join this course for:
- ?2842
- $39
- ￡29
- This course will show you how to use networked information to perform advanced predictive analysis.
- Pedagogy: This self-paced course lasts 4 hours and comes with instructor-moderated discussions and post-course interactions.
- Hands-on approach: This course includes hands-on training, virtual labs and comes with a capstone project.
- Faculty: This course has international faculty.
- Price: You can join this course for:
- ?964
- $13
- ￡10
- This course will show you how to use tidyverse, the naniar package, and visualize missing values.
- Pedagogy: This self-paced course lasts 4 hours and comes with instructor-moderated discussions and post-course interactions.
- Hands-on approach: This course includes hands-on training, virtual labs and comes with a capstone project.
- Faculty: This course has international faculty.
- Price: You can join this course for:
- ?964
- $13
- ￡10
- This course will show you how to use networked information to perform advanced predictive analysis.?
- Pedagogy: This self-paced course lasts 4 hours and comes with instructor-moderated discussions and post-course interactions.
- Hands-on approach: This course includes hands-on training, virtual labs and comes with a capstone project.
- Faculty: This course has international faculty.
- Price: You can join this course for:
- ?964
- $13
- ￡10
- This course will show you how to use advanced algorithms for anomaly scoring, such as the isolation factor and local outlier factors.?
- Pedagogy: This self-paced course lasts 4 hours and comes with instructor-moderated discussions and post-course interactions.
- Hands-on approach: This course includes hands-on training, virtual labs and comes with a capstone project.
- Faculty: This course has international faculty.
- Price: You can join this course for:
- ?964
- $13
- ￡10
- This course will show students how to use the census tabular data and the spatial data in R.?
- Pedagogy: This self-paced course lasts 4 hours and comes with instructor-moderated discussions and post-course interactions.
- Hands-on approach: This course includes hands-on training, virtual labs and comes with a capstone project.
- Faculty: This course has international faculty.
- Price: You can join this course for:
- ?964
- $13
- ￡10
- This capstone course, offered by IBM, will allow you to apply the previously learned data science skills and techniques.
- Pedagogy: This self-paced course lasts 4 weeks and comes with lifetime access, instructor-moderated discussions and post-course interactions.
- Hands-on approach: This course provides a capstone project towards the end.
- Assessment: This course has graded assignments and exams as a part of self-evaluation.
- Price: You can join this course for:
- ?7675
- $105
- ￡77
- In this course, you will be able to learn about statistical inference and how to compute confidence intervals and p-values.
- Pedagogy: This self-paced course lasts 4 weeks and comes with lifetime access, instructor-moderated discussions and post-course interactions.
- Hands-on approach: This course comes with case studies for its learners.
- Assessment: This course is equipped with graded assignments and exams.
- Price: You can join this course for:
- ?11,551
- $159
- ￡116
- This course will teach you how to answer data questions by creating multivariate visualizations with R.?
- Pedagogy: This self-paced course lasts 2.17 hours and comes with downloadable courses, instructor-moderated discussions and post-course interactions.
- Hands-on approach: This course is induced with case-based learning and provides a capstone project towards the end.
- Faculty: This course has international faculty.
- Assessment and grading: This course uses short, self-paced quizzes to test retention of course material.
- Price: You can join this course for:
- ?1499
- $21
- ￡15
- This course will teach you how to use MRS for large-dataset analysis.
- Pedagogy: This self-paced course lasts 16 hours and comes with lifetime access, instructor-moderated discussions and post-course interactions.
- Hands-on approach: This course comes with case-based learning and an alumni network.
- Faculty: This course has international faculty.
- Assessment and grading: This course comes with assessment tests for self-evaluation.
- Price: You can join this course for-
- ?7409
- $102
- ￡75
- This course will teach you the basics of research, from developing a question to creating good data collection strategies to putting the results into context.
- Pedagogy: This self-paced course with 18-hour duration and comes with lifetime access, instructor-moderated discussions and post-course interaction.
- Hands-on approach: This course includes case-based learning and provides an alumni network.
- Faculty: This course has international faculty.
- Assessment: This course provides assessment tests for self-evaluation.
- Price: The pricing of this course is not available.
Now that you have all the information, you can easily compare, evaluate and then opt for the best option. If you have already started in this sector or have some basic knowledge about it but want to hone your skills further, you must take the plunge and go for an intermediate course. Learning is important to keep pace with this dynamic career option, so if it helps you, please like and share this article so that more and more people can benefit.
