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Machine Learning Course

Special Offer-Free PDF Certificate| CPD UK & IPHM Accredited | Recognised Certificate | Video Training | Lifetime Access


Lead Academy

Summary

Price
Save 95%
£10 inc VAT (was £205)
Offer ends 24 September 2021
Study method
Online, self-paced
Access to content
Lifetime access
Qualification
No formal qualification
CPD
12 CPD hours / points
Achievement
Additional info
  • Exam(s) / assessment(s) is included in price
  • Tutor is available to students
  • Certificate of completion available and is included in the price

3 students purchased this course

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Overview

*** Special Discount Offer - Use code ONLINE10 to get EXTRA 10% OFF***

Are you looking to begin your machine learning career or want to develop more advanced skills in machine learning? Then this Machine Learning course will set you up with a solid foundation to become a confident machine learning engineer and help you to develop your expertise in machine learning.

This Machine Learning course is accredited by the CPD UK & IPHM. CPD is globally recognised by employers, professional organisations and academic intuitions, thus a certificate from CPD Certification Service creates value towards your professional goal and achievement. CPD certified certificates are accepted by thousands of professional bodies and government regulators here in the UK and around the world.

Whether you are self-taught and you want to fill in the gaps for better efficiency and productivity, this Machine Learning course will set you up with a solid foundation to become a confident machine learning engineer and develop more advanced skills. Gain the essentials skills and knowledge you need to propel your career forward as a machine learning engineer.

This course is endorsed by the Quality Licence Scheme for its high-quality, non-regulated provision and training programmes. The Quality Licence Scheme is a brand of the Skills and Education Group, a leading national awarding organisation for providing high-quality vocational qualifications across a wide range of industries.

This comprehensive Machine Learning course is the perfect way to kickstart your career in the field of machine Learning. This accredited Machine Learning course will give you a competitive advantage in your career, making you stand out from all other applicants and employees.

If you’re interested in working as a machine learning engineer or want to learn more skills on machine Learning but unsure of where to start, then this Machine Learning course will set you up with a solid foundation to become a confident machine learning engineer and develop more advanced skills.

The Machine Learning course will set you up with the appropriate qualifications and experience needed for the job and is ideal for both beginners and those currently working as a machine learning engineer.

As one of the leading course providers and most renowned e-learning specialists online, we’re dedicated to giving you the best educational experience possible. This course is crafted by industry expert, to enable you to learn quickly and efficiently, and at your own pace and convenience. This course and/or training programme has been endorsed by the Quality Licence Scheme for its high-quality, non-regulated provision and training programmes. This course and/or training programme is not regulated by Ofqual and is not an accredited qualification. Your training provider will be able to advise you on any further recognition, for example progression routes into further and/or higher education. For further information please visit the Learner FAQs on the Quality Licence Scheme website.

Why Choose This Machine Learning Course:

  • Boost your career in machine learning
  • Endorsed by The Quality Licence Scheme
  • Accredited by The CPD UK and International Practitioners of Holistic Medicine (IPHM)
  • Special Offer - Free PDF Certificate, Autodesk Revit 2019 Complete Course, MCQ Based Exam & Industry Expert Support Included
  • Dual (CPD UK and IPHM) accredited certificate in 1 course
  • Learn from industry experts
  • Lifetime Access
  • High-quality e-learning study materials
  • Self-paced, no fixed schedules
  • 24/7 customer support through email
  • Available to students anywhere in the world
  • Study in a user-friendly, advanced online learning platform

***Additional GIFT***

  • PDF Certificate, MCQ Based Exam & Industry Expert Support Included
  • Get a bonus Autodesk Revit 2019 Complete Course for FREE
  • 2 Recognised Accreditation (CPD UK and IPHM) in 1 Course

So, what are you thinking about! Start getting the benefits by enrolling today!

Achievement

CPD

12 CPD hours / points
Accredited by The CPD Certification Service

Course media

Description

Machine Learning Course

The Machine Learning is a popular training course, ideal for anyone who is looking to kickstart their career as a machine learning engineer, as well as professionals who want to test their existing skills and knowledge. If you want to gain an in-depth understanding of machine Learning, then this program is perfect for you.

Course Syllabus:

We have divided the Machine Learning course into 113 user-friendly modules, covering all fundamental areas of machine Learning to provide learners with the relevant skills and industry knowledge to take their career to the next level.

This comprehensive Machine Learning course includes the following modules:

The following module of the Machine Learning course will set you up with a solid foundation in the machine Learning industry and give you the essential skills you need to get yourself job-ready!

Machine Learning - Welcome to the course

  • Machine Learning - Introduction

Machine Learning - Setting up R Studio and R crash course

  • Machine Learning - Installing R and R studio
  • Machine Learning - Basics of R and R studio
  • Machine Learning - Packages in R
  • Machine Learning - Inputting data part 1: Inbuilt datasets of R
  • Machine Learning - Inputting data part 2: Manual data entry
  • Machine Learning - Inputting data part 3: Importing from CSV or Text files
  • Machine Learning - Creating Barplots in R
  • Machine Learning - Creating Histograms in R

Machine Learning - Basics of Statistics

  • Machine Learning - Types of Data
  • Machine Learning - Types of Statistics
  • Machine Learning - Describing the data graphically
  • Machine Learning - Measures of Centers
  • Machine Learning - Measures of Dispersion

Machine Learning - Intorduction to Machine Learning

  • Machine Learning - Introduction to Machine Learning
  • Machine Learning - Building a Machine Learning Model

Machine Learning - Data Preprocessing for Regression Analysis

  • Machine Learning - Gathering Business Knowledge
  • Machine Learning - Data Exploration
  • Machine Learning - The Data and the Data Dictionary
  • Machine Learning - Importing the dataset into R
  • Machine Learning - Univariate Analysis and EDD
  • Machine Learning - EDD in R
  • Machine Learning - Outlier Treatment
  • Machine Learning - Outlier Treatment in R
  • Machine Learning - Missing Value imputation
  • Machine Learning - Missing Value imputation in R
  • Machine Learning - Seasonality in Data
  • Machine Learning - Bi-variate Analysis and Variable Transformation
  • Machine Learning - Variable transformation in R
  • Machine Learning - Non Usable Variables
  • Machine Learning - Dummy variable creation: Handling qualitative data
  • Machine Learning - Dummy variable creation in R
  • Machine Learning - Correlation Matrix and cause-effect relationship
  • Machine Learning - Correlation Matrix in R

Machine Learning - Linear Regression Model

  • Machine Learning - The problem statement
  • Machine Learning - Basic equations and Ordinary Least Squared (OLS) method
  • Machine Learning - Assessing Accuracy of predicted coefficients
  • Machine Learning - Assessing Model Accuracy – RSE and R squared
  • Machine Learning - Simple Linear Regression in R
  • Machine Learning - Multiple Linear Regression
  • Machine Learning - The F – statistic
  • Machine Learning - Interpreting result for categorical Variable
  • Machine Learning - Multiple Linear Regression in R
  • Machine Learning - Test-Train split
  • Machine Learning - Bias Variance trade-off
  • Machine Learning - Test-Train Split in R

Machine Learning - Regression models other than OLS

  • Machine Learning - Linear models other than OLS
  • Machine Learning - Subset Selection techniques
  • Machine Learning - Subset selection in R
  • Machine Learning - Shrinkage methods – Ridge Regression and The Lasso
  • Machine Learning - Ridge regression and Lasso in R

Machine Learning - Classification Models: Data Preparation

  • Machine Learning - The Data and the Data Dictionary
  • Machine Learning - Importing the dataset into R
  • Machine Learning - EDD in R
  • Machine Learning - Outlier Treatment in R
  • Machine Learning - Missing Value imputation in R
  • Machine Learning - Variable transformation in R
  • Machine Learning - Dummy variable creation in R

Machine Learning - The Three classification models

  • Machine Learning - Three Classifiers and the problem statement
  • Machine Learning - Why can’t we use Linear Regression?

Machine Learning - Logistic Regression

  • Machine Learning - Logistic Regression
  • Machine Learning - Training a Simple Logistic model in R
  • Machine Learning - Results of Simple Logistic Regression
  • Machine Learning - Logistic with multiple predictors
  • Machine Learning - Training multiple predictor Logistic model in R
  • Machine Learning - Confusion Matrix
  • Machine Learning - Evaluating Model performance
  • Machine Learning - Predicting probabilities, assigning classes and making Confusion Matrix in R

Machine Learning - Linear Discriminant Analysis

  • Machine Learning - Linear Discriminant Analysis
  • Machine Learning - Linear Discriminant Analysis in R

Machine Learning - K-Nearest Neighbors

  • Machine Learning - Test-Train Split
  • Machine Learning - Test-Train Split in R
  • Machine Learning - K-Nearest Neighbors classifier
  • Machine Learning - K-Nearest Neighbors in R

Machine Learning - Comparing results from 3 models

  • Machine Learning - Understanding the results of classification models
  • Machine Learning - Summary of the three models

Machine Learning - Simple Decision Trees

  • Machine Learning - Basics of Decision Trees
  • Machine Learning - Understanding a Regression Tree
  • Machine Learning - The stopping criteria for controlling tree growth
  • Machine Learning - The Data set for this part
  • Machine Learning - Importing the Data set into R
  • Machine Learning - Splitting Data into Test and Train Set in R
  • Machine Learning - Building a Regression Tree in R
  • Machine Learning - Pruning a tree
  • Machine Learning - Pruning a Tree in R

Method of Assessment

On successful completion of the course, you will be required to sit an online multiple-choice assessment. The assessment will be evaluated automatically and the results will be given to you immediately.

Certificate of Completion

On completion of the Machine Learning course, you will be eligible to obtain your free PDF certificate of course completion.

Certificate of Achievement

Endorsed Certificate from Quality Licence Scheme

After successfully passing the MCQ exam you will be eligible to obtain Machine Learning Endorsed Certificate by Quality Licence Scheme. The Quality Licence Scheme is a brand of the Skills and Education Group, a leading national awarding organisation for providing high-quality vocational qualifications across a wide range of industries. It will give you a competitive advantage in your career, making you stand out from all other applicants and employees. There is a Quality Licence Scheme endorsement fee to obtain an endorsed certificate which is £65.

CPD UK and IPHM Accredited Certificate of Achievement

On successful completion of the Machine Learning course, you will be eligible to order your CPD UK and IPHM accredited certificate of achievement (dual certificate) as proof of your new skill. You can also share this certificate with prospective employers and your professional network. You/your employer can verify your certificate through our website. Certificate can be obtained in PDF version at a cost of £12, and there is an additional fee to obtain a printed copy certificate which is £35.

Who is this course for?

Machine Learning Course

This comprehensive Machine Learning course is suitable for anyone looking to improve their job prospects or aspiring to accelerate their career in this sector and want to gain in-depth knowledge of machine Learning.

This Machine Learning course is felicitous for those, who want to be the best in their jobs.

Whether you are completely new to the field or are an aspiring professional, the Machine Learning course will help open doors to a wide range of professions within your chosen field, helping you to stand out to employers with an accredited qualification that can be used to enhance your CV.

Requirements

Machine Learning Course

  • There are no academic entry requirements for this Machine Learning course, and it is open to students of all academic backgrounds.
  • As long as you are aged seventeen or over and have a basic grasp of English, numeracy and ICT, you will be eligible to enrol.

Career path

This Machine Learning course opens a brand new door for you to enter the relevant job market and also provides you with the chance to accumulate in-depth knowledge at the side of needed skills to become flourishing in no time. You will also be able to add your qualifications to your CV, enhance your career and become more competitive in your chosen industry.

Questions and answers

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Reviews

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FAQs

What does study method mean?

Study method describes the format in which the course will be delivered. At reed.co.uk 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.

What are CPD hours/points?

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.co.uk, many of which can be completed online.

What is a ‘regulated qualification’?

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.

What is an ‘endorsed’ course?

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.