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Professional Certificate of Competency in Machine Learning and Artificial Intelligence

Engineering Institute of Technology
Course summary
3 months
830 GBP excl. VAT
English
Distance
Next available date: 18/05/2020 - Distance
Last application: 13/05/2020
e-learning / Online / Distance

Course description

Professional Certificate of Competency in Machine Learning and Artificial Intelligence

Machine learning is a field of computer science that programs computers with the ability to learn from data and make informed, adaptive dynamic predictions and decisions using algorithms. It is related to computational statistics, mathematical optimization and Artificial Intelligence (A.I.).

The last decade has witnessed exciting developments in machine learning that led to impressive consumer applications such as virtual assistants and speech recognition. This remarkable development results from increasingly powerful computers and the proliferation of smart objects' data.

Machine learning will probably revolutionize every industry. Some applications already exist, but many are to come especially with the advent of Internet of Things (IoT) and Industrial Internet of Things (IIoT). Autonomous vehicles, predictive maintenance, fault diagnosis, smart alarm processing, and advanced process control are few domains where machine learning could be applied in the industry.

Over 12 weeks, this course will aim to introduce you to basic techniques used in machine learning. You will learn how techniques such as neural networks or decision trees can solve real world problems. You will learn how to use MATLAB and WEKA software tools to apply machine learning in practice.

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Outcome / Qualification etc.

What will you learn

  • Demonstrate an understanding of machine learning and its basic techniques
  • Solve problems using search algorithms
  • Examine and discuss Simultaneous Localization and Mapping (SLAM)
  • Solve problems using supervised learning methods
  • Use WEKA software for data analysis and machine learning
  • Solve problems using mathematical optimization
  • Use MATLAB for machine learning

Training Course Content

Modules

  • INTRODUCTION TO MACHINE LEARNING
  • PROBLEM SOLVING BY SEARCH PART 1
  • PROBLEM SOLVING BY SEARCH PART 2
  • SIMULTANEOUS LOCALIZATION AND MAPPING (SLAM)
  • MACHINE LEARNING: DECISION TREES AND NAÏVE BAYES
  • MACHINE LEARNING: NEURAL NETWORKS AND RULES

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The Engineering Institute of Technology (EIT) delivers industry-driven programs to ensure our students have the skills required in the real industrial world. Our four Bachelor of Science degrees and four Master degrees are available on campus in Perth, Western Australia and online. Our Master of Engineering (Industrial Automation) is available on campus in Perth, Western Australia, and Melbourne, Victoria, as well as online.

About provider

Engineering Institute of Technology

Engineering Institute of Technology

The Engineering Institute of Technology (EIT) is one of the only higher education providers in the world specializing in engineering and is fully accredited by the exacting standards of the Australian Government, giving you access to world class, industry-oriented education....


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Contact info

Engineering Institute of Technology

Suite 18, Fitzroy House, Lynwood Drive
KT4 7AT Worcester Park, Surrey


Reviews

Average rating 5

Based on 1 reviews

Neil C.
(5)
This course was the most organized and well put together course I've ever done, and I've done a bachelors degree and two diplomas. Will be recommending this to work colleagues.
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Reviews
Course rating
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Based on 1 reviews
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