Course
Introduction to Artificial Intelligence and Machine Learning
Artificial Intelligence (AI) and Generative AI are currently very much ‘on trend’ and much is in the media about how AI has created new antibiotics, made facial recognition available to anyone, enabled insurers to calculate risk premiums and so on. The role of this course is to demystify the technologies involved and through practical examples and demonstrations, show how AI and ML can be applied in all sorts of situations. You will be able to separate the hype from the reality by understanding the current AI/GenAI landscape.
Duration: 1 day
Who is it for: Anyone who works with technology, or alongside technologists who wants a greater understanding of what AI/ML is all about.
Layout: This course is a blend of lectures, demonstrations, and practical exercises.
Modules
Introduction to AI and Gen AI
- What is AI
- What is GenAI
- Applications of AI and GenAI
Generative AI for Text
- Using ChatGPT
- How does ChatGPT work
- What can you do with ChatGPT
- Examples of using ChatGPT
How Does AI Work – It all Begins with Data
- Getting your data right
- Commonly used data formats
- Commonly used storage locations
- Technologies for cleansing, managing and organising your data
- ChatGPT
Machine Learning
- Overview of Machine Learning
- Supervised and Unsupervised Learning
- Introducing Models
Artificial Intelligence
- Cloud based AI Services
- Image and Facial Recognition Services
- Text Transcribing, Translating, and Speaking
Hands on Example: Applying AI with a Chatbot using Amazon Lex
- What is Lex
- Why use Lex
- Examples of Lex
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