Description

R isn’t just for statisticians hiding behind graphs — it’s a powerful tool for machine learning, and this course shows you exactly how to put it to work. Designed for curious minds with an interest in data prediction, modelling, and pattern recognition, this course guides you through the essentials of machine learning using R. You’ll explore key techniques like classification, regression, and clustering, all explained in plain English (with just the right amount of code).

If you’ve ever wondered how machines “learn” from data — without trying to make them smarter than your laptop needs to be — this course breaks it down with clear logic and no unnecessary flair. Study entirely online, at your own pace, with structured content focused on helping you understand how algorithms behave, why they do what they do, and how to make them behave a little better. Whether you're dipping your toes or deepening your skills, it’s all here, minus the fluff and drama.

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 £9 for PDF Certificate and £15 for the Hardcopy Certificate within the UK ( An additional £10 postal charge will be applicable for international delivery).

CPD

10 CPD hours / points Accredited by CPD Quality Standards

Who is this course for?

Students or professionals looking to develop their data analysis and machine learning skills.

Individuals interested in pursuing a career in data science or machine learning.

Anyone interested in understanding how to extract insights from data.

Programmers looking to learn machine learning implementation using R.

Beginners interested in learning the basics of machine learning.

Career path

Data analyst: £30,000 to £50,000

Machine learning engineer: £45,000 to £85,000

Data scientist: £40,000 to £80,000

Business analyst: £30,000 to £55,000

Research analyst: £25,000 to £45,000

Certificates

Certificate of completion

Digital certificate - £9

You can apply for a CPD Accredited PDF Certificate at the cost of £9.

Certificate of completion

Hard copy certificate - £15

Hard copy can be sent to you via post at the expense of £15.

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Learn Machine Learning with R Course

By One Education

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