Matlab for Predictive Analytics Training Course

Course Code

matlabpredanalytics

Duration

21 hours (usually 3 days including breaks)

Requirements

  • Experience with Matlab
  • No previous experience with data science is required

Overview

Predictive analytics is the process of using data analytics to make predictions about the future. This process uses data along with data mining, statistics, and machine learning techniques to create a predictive model for forecasting future events.

In this instructor-led, live training, participants will learn how to use Matlab to build predictive models and apply them to large sample data sets to predict future events based on the data.

By the end of this training, participants will be able to:

  • Create predictive models to analyze patterns in historical and transactional data
  • Use predictive modeling to identify risks and opportunities
  • Build mathematical models that capture important trends
  • Use data from devices and business systems to reduce waste, save time, or cut costs

Audience

  • Developers
  • Engineers
  • Domain experts

Format of the course

  • Part lecture, part discussion, exercises and heavy hands-on practice

Course Outline

Introduction
    Predictive analytics in finance, healthcare, pharmaceuticals, automotive, aerospace, and manufacturing

Overview of Big Data concepts

Capturing data from disparate sources

What are data-driven predictive models?

Overview of statistical and machine learning techniques

Case study: predictive maintenance and resource planning

Applying algorithms to large data sets with Hadoop and Spark

Predictive Analytics Workflow

Accessing and exploring data

Preprocessing the data

Developing a predictive model

Training, testing and validating a data set

Applying different machine learning approaches ( time-series regression, linear regression, etc.)

Integrating the model into existing web applications, mobile devices, embedded systems, etc.

Matlab and Simulink integration with embedded systems and enterprise IT workflows

Creating portable C and C++ code from MATLAB code

Deploying predictive applications to large-scale production systems, clusters, and clouds

Acting on the results of your analysis

Next steps: Automatically responding to findings using Prescriptive Analytics

Closing remarks

Testimonials

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Bookings, Prices and Enquiries

Guaranteed to run even with a single delegate!

Private Classroom

From £4350

Private Remote

From £3900 (97)

Public Classroom

Location Date Course Price [Remote/Classroom]
Reading TVP2018-10-31 09:30£ 3900 / £ 4695
St Helier, Jersey, Channel Isles2018-10-31 09:30£ 3900 / £ 5325
Swindon2018-10-31 09:30£ 3900 / £ 4425
Manchester, King Street2018-11-05 09:30£ 3900 / £ 4875
Portsmouth Technopole2018-11-05 09:30£ 3900 / £ 4350
Liverpool2018-11-05 09:30£ 3900 / £ 4950
Southampton2018-11-13 09:30£ 3900 / £ 4650
Birmingham 2018-11-19 09:30£ 3900 / £ 4875
Portsmouth2018-11-19 09:30£ 3900 / £ 4350
Newcastle2018-11-19 09:30£ 3900 / £ 4500
Aberdeen - Berry Street2018-11-20 09:30£ 3900 / £ 4890
Plymouth Drake Circus2018-11-20 09:30£ 3900 / £ 4350
London, Hatton Garden2018-12-03 09:30£ 3900 / £ 5025
Oxford2018-12-03 09:30£ 3900 / £ 4725
Cambridge2018-12-03 09:30£ 3900 / £ 4575
Bradford - Carlisle Business Centre2018-12-03 09:30£ 3900 / £ 4650
Leicester - St. Georges House2018-12-05 09:30£ 3900 / £ 4650
Bristol, Temple Gate2018-12-05 09:30£ 3900 / £ 4650
Swansea- Princess House2018-12-05 09:30£ 3900 / £ 4350
Belfast City Centre2018-12-05 09:30£ 3900 / £ 5250
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Course Discounts

Course Venue Course Date Course Price [Remote / Classroom]
Jenkins: Continuous Integration for Agile Development Manchester, King Street Thu, 2018-10-18 09:30 £2574 / £3224
Introduction to Recommendation Systems Swansea- Princess House Thu, 2018-10-18 09:30 £990 / £1140
Advanced Statistics using SPSS Predictive Analytics Software Birmingham Mon, 2018-10-22 09:30 £5148 / £6448
Building Augmented Reality Applications with Vuforia and Unity Glasgow Wed, 2018-10-24 09:30 £2178 / £2878
Impact Evaluation – Quantitative Analysis London, Hatton Garden Wed, 2018-10-24 09:30 £2574 / £3324
Statistics with SPSS Predictive Analytics Software Cambridge Thu, 2018-11-01 09:30 £2574 / £3024
Programming in Scala Cambridge Thu, 2018-11-01 09:30 £2178 / £2628
CakePHP: Rapid Web Application Development Birmingham Tue, 2018-11-06 09:30 £4356 / £5656
AWS: A Hands-on Introduction to Cloud Computing Brighton Wed, 2018-11-07 09:30 £1287 / £1487
JMeter Fundamentals and JMeter Advanced Edinburgh Training and Conference Venue Mon, 2018-12-03 09:30 £2178 / £2578
HAProxy Administration London, Hatton Garden Mon, 2018-12-03 09:30 £2178 / £2928
Social Media Marketing Oxford Wed, 2018-12-12 09:30 N/A / £1364
Test Automation with Selenium Manchester, King Street Wed, 2018-12-12 09:30 £3267 / £4242

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