Skip to content

Machine Learning with R - 2023

EduCBA

Summary

Price
£99 inc VAT
Or £33.00/mo. for 3 months...
Study method
Online
Course format What's this?
Video
Duration
20 hours · Self-paced
Access to content
Lifetime access
Qualification
No formal qualification

Overview

Machine learning is a scientific discipline that explores the construction and study of algorithms that can learn from data. Such algorithms operate by building a model from example inputs and using that to make predictions or decisions, rather than following strictly static program instructions. Machine learning is closely related to and often overlaps with computational statistics; a discipline that also specializes in prediction-making.

This training is an introduction to the concept of machine learning and its application using R tool.

Description

The training will include the following:

    • Introducing Machine Learning

a. The origins of machine learning
b. Uses and abuses of machine learning

    • Ethical considerations
    • How do machines learn?
    • Steps to apply machine learning to your data
    • Choosing a machine learning algorithm
    • Using R for machine learning
    • Forecasting Numeric Data – Regression Methods
    • Understanding regression
    • Example – predicting medical expenses using linear regression

a. collecting data
b. exploring and preparing the data
c. training a model on the data
d. evaluating model performance
e. improving model performance

Target Customers:

  • Data analysts
  • Data scientists

Pre-Requisites:

  • No prior knowledge of machine learning required
  • Basic knowledge of R tool

Questions and answers

Currently there are no Q&As for this course. Be the first to ask a question.

Ask a question

Reviews

Currently there are no reviews for this course. Be the first to leave a review.

Leave a review

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.

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.
View all
Similar subjects: Coding
Related searches: Online courses