AI Explained
AI for Designers
Notices and Getting Started Guide
Day 1 - Part One
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Day 1 Timetable
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Day 1 Introduction
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AI Foundations.
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Computer Science Basics
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Programming Basics
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The Internet De-Mystified
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A Framework for Digital Technology
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Checkpoint 1
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The Digital Technology World.
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Big Data & AI
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Automation
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Robotics and Robotic Process Automation
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Human Computer Interface
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Privacy and Secuirty.
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Blockchain / Smart Contracts
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The Solutions Process
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Checkpoint 2
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Coding
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A Decision Tree Algorithm
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Coding Task
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End of Part One.
Day 1 - Part Two
Day 2
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Day Two Time Table
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AI Foundations - Machine Learning.
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Introduction to Machine Learning.
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Why Learn about how AI works ?
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Framing AI
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What and where is AI ?
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Exploring Applied Machine Learning.
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Checkpoint 1
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Undertsanding Machine Learning – First Steps (2:01)
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Learning from data
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Data Formats
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Checkpoint 2.
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Machine Learning Applications.
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Classification.
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Classification - Your Task.
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Classifying Images
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Your Task - Classifying Images
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Classifying Words
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Natural Language Processing
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Checkpoint 3.
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Optional Practical Checkpoint
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Neural Networks (6:23)
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Checkpoint 4
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Extension Work
Day 3.
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Day 3 Timetable
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Introduction to AI & Creativity.
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Human vs Machine Intelligence.
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How to make a mind ?
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What does each part of the brain do ?
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Human Connectome Project.
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What is a Thought ?
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What is a Memory ?
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What is Learning ?
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What is a Intelligence ?
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What is Creativity ?
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Practical Task 2.
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AI: More than Human
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What makes us human ? Why do we fear AI & Robots ?
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Resurrecting the sublime
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Will AI change society ?
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Finding art in a brutal place
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25 moments that defined AI
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AI Explained
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Enter the Exhibition
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Where AI meets culture
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The Key Cultural Questions
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Code thats trying to save the world
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When ART meets AI
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Create your own AI Artwork
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The Future of AI
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Experiments
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Practical Task 3 - Answer one of the following questions.
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References
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Further Reading
Day 4.
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Day 4 timetable
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Introduction to AI Tools.
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AI is your new Design Material.
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HCI - Human Computer Interface.
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Graphical User Interface - GUI or UI.
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Beyond Glass Rectangles.
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Usability
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Understanding humans understanding ourselves : Cognitive Biases
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Garbage in Garbage out.
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Voice
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Checkpoint 1
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Pixels, Voxels, Vixels
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Images
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Checkpoint 2
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Geometry
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Checkpoint 3
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End of Day 4
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References
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Secrets to successful team work
Day 5.
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Day 5 Time Table
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Introduction to Leading AI
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Say Hello to AI
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Course Objectives
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Using the Course
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What is AI ?
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AI Tools and Applications
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Say "Hello" to Emma
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AI and Robotics
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Limitations of AI
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AI in Finance
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Case Study, Fidelity International
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Checkpoint 1
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Discussions points
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Learning from DATA
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Explainable AI ( XAI)
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Types of DATA
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Machine Learning
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Deep Learning
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Business built on AI - Google & Facebook
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AI Forecasting for Amazon
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Scaling AI Case Study, UBER
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Checkpoint 2
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Discission points
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Taking advantage of AI
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Your AI Journey
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Common Road Blocks
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Checkpoint 3
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Discussion points
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End of Day 5.
Day 6
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Day 6 timetable
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Implementing AI
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Introduction to implementing AI
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IT Infrastructure for AI
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Delivering an AI Solution
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Building an AI Orientated Culture and Organisation
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Skills for AI .
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Checkpoint 4
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Discusion points
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AI Planning Template
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Review problem statements for your project
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End of Day and Instructional section of the course
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References
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Useful Resources
Days 7 - 10 Group Projects