Data Science: R Programming For Data Science Complete Bootcamp
CPD Accredited | Interactive Learning Materials | Free PDF & Hardcopy Certificates | Tutor Support | Lifetime Access
Cambridge Open Academy
Summary
- Certificate of Completion (Hard Copy) - Free
- Certificate of Completion (PDF) - Free
- Exam(s) / assessment(s) is included in price
- Tutor is available to students
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Overview
Data is everywhere, dictating decisions in every industry imaginable. But how do you turn raw data into valuable insights? That's where R, the world's leading language for data science, comes in. This comprehensive bootcamp equips you with the in-demand skills to wrangle, analyse, and visualise data like a pro, opening doors to exciting careers in data science.
Learning Outcomes:
- Master the fundamentals of R Programming and RStudio for Data Science applications.
- Understand essential data structures such as vectors, matrices, factors, and data frames.
- Apply relational and logical operators proficiently to manipulate and analyse datasets.
- Develop proficiency in writing conditional statements and loops for data processing.
- Explore advanced topics including functions, regular expressions, and date/time manipulation.
- Utilise R packages effectively for enhanced data analysis and visualisation.
- Gain hands-on experience with the Apply Family functions and dplyr for efficient data manipulation.
Certificates
Certificate of Completion (Hard Copy)
Hard copy certificate - Included
Note: For delivery of the hardcopy certificate, students within the United Kingdom have to pay £9.99 and international students have to pay £19.99 postal charges for the shipment to their designated address.
Certificate of Completion (PDF)
Digital certificate - Included
CPD
Course media
Description
Throughout this course, you'll embark on a journey through 22 meticulously crafted units, covering everything from the fundamentals of R and RStudio to advanced topics like Data Manipulation with dplyr. Dive into the realm of vectors, matrices, factors, and data frames, mastering essential data structures for effective analysis and interpretation. Explore the power of relational and logical operators, conditional statements, and loops to unravel complex datasets and derive actionable insights.
Join us today and embark on a transformative journey towards becoming a proficient Data Scientist!
Course Curriculum:
- Unit 01: Data Science Overview
- Unit 02: R and RStudio
- Unit 03: Introduction to Basics
- Unit 04: Vectors
- Unit 05: Matrices
- Unit 06: Factors
- Unit 07: Data Frames
- Unit 08: Lists
- Unit 09: Relational Operators
- Unit 10: Logical Operators
- Unit 11: Conditional Statements
- Unit 12: Loops
- Unit 13: Functions
- Unit 14: R Packages
- Unit 15: The Apply Family - lapply
- Unit 16: The Apply Family – sapply & vapply
- Unit 17: Useful Functions
- Unit 18: Regular Expressions
- Unit 19: Dates and Times
- Unit 20: Getting and Cleaning Data
- Unit 21: Plotting Data in R
- Unit 22: Data Manipulation with dplyr
Who is this course for?
- Aspiring Data Scientists eager to strengthen their R programming skills.
- Professionals seeking to transition into Data Science roles.
- Students pursuing degrees in Data Science or related fields.
- Anyone interested in harnessing the power of R for Data Science applications.
Career path
- Data Analyst: £25,000 - £45,000 per annum
- Data Scientist: £30,000 - £70,000 per annum
- Business Intelligence Analyst: £25,000 - £55,000 per annum
- Machine Learning Engineer: £35,000 - £90,000 per annum
- Statistician: £25,000 - £60,000 per annum
- Data Engineer: £30,000 - £80,000 per annum
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Legal information
This course is advertised on reed.co.uk by the Course Provider, whose terms and conditions apply. Purchases are made directly from the Course Provider, and as such, content and materials are supplied by the Course Provider directly. Reed is acting as agent and not reseller in relation to this course. Reed's only responsibility is to facilitate your payment for the course. It is your responsibility to review and agree to the Course Provider's terms and conditions and satisfy yourself as to the suitability of the course you intend to purchase. Reed will not have any responsibility for the content of the course and/or associated materials.