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Learn Machine Learning with R Course

Booking options

£12

Highlights

On-Demand course
3 hours
All levels

Description

The Learn Machine Learning with R Course introduces the principles of machine learning through the R programming language, focusing on how data can be analysed, modelled, and interpreted for informed decision-making. The course explains core concepts such as supervised and unsupervised learning, regression, classification, clustering, and model evaluation in a clear and structured way. R is widely respected for statistical analysis, making it a strong choice for understanding how algorithms behave, how data patterns are identified, and how insights are produced from datasets.

This course is designed for learners who want a clear and engaging explanation of machine learning without unnecessary complexity. Topics are presented logically, allowing learners to build confidence in reading, understanding, and applying machine learning techniques within R-based workflows. With a professional yet approachable tone, the course supports knowledge development in data analysis, predictive modelling, and algorithmic thinking. It is suitable for those aiming to strengthen analytical capability, broaden technical understanding, and add recognised machine learning knowledge to their CV through structured online study.

Learning Outcomes:

Understand the basics of machine learning and its implementation using R.

Develop the skills to build simple and multiple linear regression models.

Learn how to use R to analyse datasets and develop predictive models.

Understand the concept of dummy variables and the backward elimination approach.

Learn how to make accurate predictions using machine learning algorithms and extract valuable insights from data.

If you're looking to expand your knowledge in data analysis and machine learning, then the "Learn Machine Learning with R" course is perfect for you. This comprehensive course comprises two sections, each designed to help you gain an in-depth understanding of machine learning concepts, starting from the very basics. You'll learn about linear regression, the equation for the algorithm, and how to make simple linear regression models. Additionally, you'll dive into multiple linear regression, dummy variable concepts, and predictions over the year. With the help of this course, you'll be able to analyse datasets, develop predictive models, and extract valuable insights from them, using R.

â±â± Learn Machine Learning with R Course Curriculum

Section 01: Linear Regression and Logistic Regression

Working on Linear Regression

Equation

Making the Regression of the Algorithm

Basic Types of Algorithms

predicting the Salary of the Employee

Making of Simple Linear Regression Model

Plotting Training Set and Work

Section 02: Understanding Dataset

Multiple Linear Regression

Dummy Variable Concept

Predictions Over Year

Difference Between Reference Elimination

Working of the Model

Working on Another Dataset

Backward Elimination Approach

Making of the Model with Full and Null

How is the course assessed?

Upon completing an online module, you will immediately be given access to a specifically crafted MCQ test. For each test, the pass mark will be set to 60%.

Exam & Retakes:
It is to inform our learners that the initial exam for this online course is provided at no additional cost. In the event of needing a retake, a nominal fee of £9.99 will be applicable.

Certification
Upon successful completion of the assessment procedure, learners can obtain their certification by placing an order and remitting a fee of __ GBP. £9 for PDF Certificate and £15 for the Hardcopy Certificate within the UK ( An additional £10 postal charge will be applicable for international delivery).