Data Science with R

R is an open – source programming language that is widely used as a statistical software and data analysis tool. Data Science with R course aims to simplify the R programming language for professionals to understand concepts required for getting started in Data Science.

ELIGIBILITY: This course is for anyone seeking to acquire knowledge on foundational R programming concepts with a focus on Data Science methods. Candidates interested to enroll in Data Science with R course require no prior knowledge of Machine Learning or Data Science, however, a basic knowledge of maths, statistics, and coding would be an added advantage.

CAREER OPPORTUNITIES:

Market Trends: Data Science is currently one of the top tech careers worldwide, with high – paying jobs in every country. As per Dice, postings on its platform for Data Science jobs have increased by 32% over the last year. With this ever – growing demand for the profession, Data Science is a lucrative career, and professionals with R skills have an edge in this competitive job market.

Salary Trends: R programming languages adds to the Data Science skills and are in high demand in the market. Data Science professionals with R skills are in high demand due to the increasing reliance of prominent technology companies on the R programming language. As per the survey by Payscale.com, the average salary of Data Science professionals with R skills is AED 177, 965 per annum in the UAE.

Demand and Opportunities: Data Science jobs are the most in – demand jobs across the globe as portrayed in the report from Indeed.com, which shows 29% increase in demand for data scientists over the year and a dramatic rise of 344% since 2013. Due to this explosive rise in demand for Data Science professionals, R skills are seen as a valuable addition to resumes.

COURSE OUTLINE:

Introduction to Data Science

• What is Data Science?
• What is Machine Learning?
• What is Deep Learning?
• What is Artificial Intelligence?

Data Analytics and its types

• Introduction to R
• What is R?
• Why R?
• Installing R
• R environment
• How to get help in R
• R Studio Review

R Packages

• Data Types
• Variable Vectors
• Lists
• Environment Setup
• Array
• Matrix
• Data Frames
• Factors
• Loops
• Functions
• Packages
• In – Built Datasets
• R Basics
• Importing data
• Manipulating data
• Statistics Basics
• Error metrics
• Machine Learning
• Supervised Learning
• Unsupervised Learning
• Machine Learning using R

KEY TAKEAWAYS:

Candidates who successfully complete the Data Science with R course will be able to:

• Develop a working understanding of basic R concepts such as data types, vectors, and indexing
• Discover the usage of R packages
• Build statistical models using R
• Implement Data Science concepts using R
• Utilize R to perform a variety of operations, including sorting and data wrangling

ACCREDITATION:

Our Data Science with R course is accredited by ISO 9001: 2015 and the Knowledge and Human Development Authority (KHDA).

ALUMNI: Our academy graduates are successfully placed in some of the top – notch companies in Dubai like Jumeirah, Aramex, Airarabia, Damac, Emaar, etc. They are entrepreneurs, career changers, and lifelong learners.

WHY LEARNER’S POINT:

Being one of the foremost providers of the Data Science with R course, we have profound knowledge and vast experience in the field.

The following are the key benefits offered by our Data Science with R course:

• Our Data Science with R course is designed based on real – world scenarios, formulating and evaluating practical requirements
• Our courses strive to provide a reality check and insight into the requirements of a challenging role and how to fulfill it
• We also provide live interactive sessions and hands – on experience through assignments associated with the actual work environment
• To enhance the learning experience of our students we provide organized group sessions and integrated training modules
• Our discrete approach to career guidance enables our students to get successfully placed in renowned organizations