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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

Price
£18 inc VAT
Study method
Online
Course format What's this?
Video
Duration
7 hours · Self-paced
Access to content
Lifetime access
Qualification
No formal qualification
CPD
10 CPD hours / points
Certificates
  • Certificate of Completion (Hard Copy) - Free
  • Certificate of Completion (PDF) - Free
Additional info
  • 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

10 CPD hours / points
Accredited by CPD Quality Standards

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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FAQs

Study method describes the format in which the course will be delivered. At Reed Courses, courses are delivered in a number of ways, including online courses, where the course content can be accessed online remotely, and classroom courses, where courses are delivered in person at a classroom venue.

CPD stands for Continuing Professional Development. If you work in certain professions or for certain companies, your employer may require you to complete a number of CPD hours or points, per year. You can find a range of CPD courses on Reed Courses, many of which can be completed online.

A regulated qualification is delivered by a learning institution which is regulated by a government body. In England, the government body which regulates courses is Ofqual. Ofqual regulated qualifications sit on the Regulated Qualifications Framework (RQF), which can help students understand how different qualifications in different fields compare to each other. The framework also helps students to understand what qualifications they need to progress towards a higher learning goal, such as a university degree or equivalent higher education award.

An endorsed course is a skills based course which has been checked over and approved by an independent awarding body. Endorsed courses are not regulated so do not result in a qualification - however, the student can usually purchase a certificate showing the awarding body's logo if they wish. Certain awarding bodies - such as Quality Licence Scheme and TQUK - have developed endorsement schemes as a way to help students select the best skills based courses for them.