Machine Learning Factor Analysis Video Course

1 Training

Short course

Online

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Description

  • Type

    Short course

  • Methodology

    Online

  • Class hours

    24h

  • Duration

    12 Months

This excellent Machine Learning – Factor Analysis course will help you to understand Factor Analysis and its link to linear regression. If you’re someone who works in analytics, or with big data, this Machine Learning – Factor Analysis course will show you how Principal Components Analysis is a cookie cutter technique to solve factor extraction and how it relates to Machine Learning.

Facilities

Location

Start date

Online

Start date

Different dates availableEnrolment now closed

About this course


"•Understand & Analyse Principal Components
•Use Principal Components for dimensionality reduction and exploratory factor analysis
•Apply PCA to explain the returns of a technology stock like Apple®
•Build Regression Models with Principal Components in Excel, R, & Python
"


If you’re needs to get to grips with machine learning, this course is for you, and it will help you to grasp the theory underlying factor analysis.

"•You must be 16 or over
•You should have a basic understanding of English, Maths and ICT
•You will need a computer or tablet with internet connection (or access to one)"

Those who successfully pass this course will be awarded a Machine Learning – Factor Analysis certificate. Anyone eligible for certification will receive a free e-certificate, and printed certificate.



On receiving your request, one of our staff members will call you or send you a message by explaining everything about the course you are requesting information including how you can sign up, payment options, exam and enrollment requirements etc.

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Reviews

This centre's achievements

2018

All courses are up to date

The average rating is higher than 3.7

More than 50 reviews in the last 12 months

This centre has featured on Emagister for 7 years

Subjects

  • Factor Analysis
  • Dimensionality Reduction
  • Principal Components Analysis
  • PCA in Excel
  • PCA in R
  • PCA in Python
  • Exploratory factor analysis
  • Build Regression Models
  • Apply PCA
  • Understand & Analyse Principal

Teachers and trainers (1)

Swetha Kolalapudi

Swetha Kolalapudi

Early Flipkart employee, IIM Ahmedabad and IIT Madras alum

Course programme

"

Course Contents :

· Module 01: Introduction

· Module 02: Factor Analysis & PCA

· Module 03: Basic Statistics Required for PCA

· Module 04: Diving into Principal Components Analysis

· Module 05: PCA in Excel

· Module 06: PCA in R

· Module 07: PCA in Python


Method of Assessment

· You will have one assignment. Pass mark is 65%.

· You will only need to pay £19 for assessment.

· You will receive the results within 72 hours of submittal, and will be sent a certificate in 7-14 days.

"

Additional information

"Once you have completed this Machine Learning – Deep Learning & Computer Vision: An Introduction course you will have desirable skills. You could go on to further study of this topic, or could gain entry level employment in analytics or big data. These roles often command a high salary, for example, the average salary of a Data Scientist in the UK is £43,318, and this will go up with experience (payscale.com). When you complete this Machine Learning – Deep Learning & Computer Vision: An Introduction, you could fulfil any of the following roles: Data Scientist Big Data Specialist Data Architect Data Analyst"

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Machine Learning Factor Analysis Video Course

£ 19 VAT inc.

The best Analysis and Development courses

See all

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