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Courses / Related / Introduction to Generative AI

Introduction to Generative AI

Course details Content Purchase options Frequently Asked Questions
Learning Time:
3 Hours
Level:
Intermediate
Delivery:
On-demand Live onsite Live online
CPD Credits:
3
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Course Details

This course is designed to provide learners with foundational knowledge of Generative AI, including foundational principles, key technologies and algorithms, as well as some key use cases for this transformative and rapidly developing area of Artificial Intelligence.

This course is available as part of a package or for individual purchase. View purchase options to learn more.
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An experienced educator/trainer in the field of Computer Science, Kevin has over 15 years of experience in instructional design, implementation, and delivery. As an Mpirical trainer Kevin’s specialism is the application of cloud technology within 5G, although Kevin also teaches a range of topics around 5G and earlier 4G technologies.
£95
for 3 months access

Individual Course

Get on-demand access to this course including all supporting courseware and learning tools.

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Course Contents

Introduction to Generative AI:

  • Generative AI Fundamentals:
  • What is Generative AI?
  • Evolution of Generative AI.
  • Neural Networks and Large Language Models.
  • Loss Functions.
  • Training Datasets.

Key Models and Algorithms:

  • Generative Adversarial Networks.
  • VAEs (Varational Autoencoders).
  • Diffusion Models.
  • Transformers.
  • Other Generative Models.

Building and Training Generative AI Models:

  • Datasets and Models.
  • Dimensionality Reduction.
  • What is Latent Space and Why is it Important?
  • Sampling Processes.
  • Evaluating Model Performance.

Generative AI Use Cases:

  • Overview.
  • Content Creation.
  • Synthetic Data Generation.
  • Personalisation and Recommendation.
  • Customer Service.

Legal, Ethical and Moral Considerations:

  • Legal and Ethical Concerns.
  • Bias and Fairness.
  • Privacy & Data Protection Concerns.
  • Intellectual Property and Copyright Issues.
  • Deep Fakes and Misinformation.
  • AI Legislation & Regulation.
 £95
for 3 months access

Individual Course

Get on-demand access to this course including all supporting courseware and learning tools.

Buy course
Available as part of our Package Options
Find out more
Also available as Live training, online or onsite
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How to get started...

Step 1

Purchase the course with one of the methods below.

Step 2
Log in to the Mpirical learning portal to access your course.
Step 3
Start learning right away with on-demand or get ready for your live session.

Pricing

 £95
for 3 months access

Individual Course

Get on-demand access to this course including all supporting courseware and learning tools.

Buy course
From
 £995

Unlimited Access Package

This course is available as part of our Unlimited Access package alongside other learning tools.

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Live Training

Live training options include live, instructor-led onsite or online for teams of 10 or more.

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Live Training

Individual Course
£95
Buy course
Unlimited Access Package
from £995
Learn more
Access to this video course
Access to reference document
Access to learning platform
Access to NetX
Access to glossary of terms
Access to blogs
Certificate of completion
Earn badges for activities
Access to multiple courses
Access to technology related Telecoms Bytes
Access to all on-demand courses
Access to full Telecoms Bytes catalogue
Access to NetXplore virtual world
Access to NetXpert assessments
Access to NetXlabs
Added Extra

Frequently Asked Questions

Will I receive certification for completing the course?

Yes, all our courses provide a shareable certificate of completion following the test of understanding.

How long do I get access to the course?

On-demand courses are accessible immediately following purchase. Each course will have a different access period ranging from 3-6 months on average. You can continue to access the Mpirical learning platform after your course licence expires; however, you won’t be able to view any course content or learning tools unless you are a paid customer.

What else do I get with a course?

All students benefit from automatic access to our ‘Ask the Trainer’ feature with an on-demand course purchase. You will also get access to our acclaimed network visualisation tool, NetX.*

*NetX is not included with the Mini Telecoms MBA course or partner training.

Can I access the course offline?

Offline access is not currently available. You must use a connected device to access the course and learning tools. However, course pdfs and reference documents are downloadable.

Is there recommended follow-on training?

Yes, we do recommend follow-on training courses within the Mpirical learning platform.

How do I choose between a live course or on-demand course?

Our live courses are generally reserved for teams and enterprises of 10 or more. If you’d like to learn more about purchasing a single course to be delivered at your location or online, please get in touch: enquiries@mpirical.com.