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IDC4U Interdisciplinary Studies: Artificial Intelligence and Business Innovation
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Course outline
Welcome Message from Paul Pu, the leading teacher
Welcome Message from AI Assistants
Course Roadmap of IDC4U Interdisciplinary Studies: AI and Business Innovation
Icebreakers: Some hilarious videos about virtual assistants
Startup company
Two influential methodologies in startups and innovation
Exploring Michael E. Porter's Impact on Business Competitive Strategies
Reference Reading
The Father of Artificial Intelligence - Alan Turing
The Father of Artificial Intelligence - Marvin Minsky
The Father of Artificial Intelligence - John McCarthy
Godfathers of Deep Learning- Geoffrey Hinton
Godfathers of Deep Learning- Yoshua Bengio
Godfathers of Deep Learning- Yann LeCun
Focus on_AI | Yoshua Bengio, Andrew Ng, Yuval Harari
Videos about the History of AI
AI development timeline- Road Map
AI Terminologies and Definition
Learning Methods
Introduction to Algorithms
Algorithms in Coding
Data science and artificial intelligence
Tools for Data science and Machine Learning
Datasets for Machine Learning and Data Science
Process dataset with Python
Understanding machine learning
NLP Technique Summary
Introduction of Prompt Engineering
Techniques of Prompt Engineering
Introduction to Robotics
Type of Physical Robots
AI and Job
AI and Ethical
Future of AI
THE AGE OF AI, SAIL, SWIM, OR SINK?
AI and Business Applications Marketing, Sales, and the Banking Industry
Survey Ex1.Guest Speaker Lecture Feedback Survey. Dr. He
Quiz Ex1. Complete this quiz based on Dr. He's guest lecture
Survey Ex2. Guest Speaker Lecture Feedback Survey. Howard Lin.
Quiz EX2. Reflecting on Professor Lin's AI Lecture and Its Application to Your Startup
Activity 1: Should Cell Phones Be Used in the AI and Business Innovation Classroom?
Exploring AI and Business Together: Class wide Discussion Forum
LD 1: GYWCoffee Inc. : Create Startup: Ideas, Roles
Project Step 2: Crafting Your Fictional Organization Collaboration
Turing’s Qutoas Refection Forum
Project Step 3: Collective Rules and Leadership " discussion forum
GYWCoffee Inc.: Machine Learning and its Business Application
LD 5.1 GYWCoffee: Natural Language Processing (NLP) and Its Business Applications
LD 1: CELEBSTREAM Inc. Discussion Forum
Project Step 2: Crafting Your Fictional Organization Collaboration Forum
Turing’s Qutoas Refection Forum
Project Step 3: Collective Rules and Leadership " discussion forum
CELEBSTREAM Inc.: Machine Learning and its Business Application
LD 5.1 CELEBSTREAM: Natural Language Processing (NLP) and Its Business Applications
LD 1: Nexgen Inc. Discussion Forum
Project Step 2: Crafting Your Fictional Organization Collaboration Forum
Turing’s Qutoas Refection Forum
Project Step 3: -Collective Rules and Leadership Dicussion Forum
Nexgen Inc.:Machine Learning and its Business Application
LD 5.1 Nexgen: Natural Language Processing (NLP) and Its Business Applications
LD 1: SpaceX Inc. Discussion Forum
Project Step 2: Crafting Your Fictional Organization Collaboration Forum
Turing’s Qutoas Refection Forum
Project Step 3: -Collective Rules and Leadership Discussion Forum
Activity: Practice Manual Sorting and Computer-Assisted Sorting
SpaceX Inc.: Machine Learning and its Business Application
LD 5.1 SpaceX: Natural Language Processing (NLP) and Its Business Applications
Narrative Highlight: What Are Business Leaders Actually Saying About AI?
16 Machine Learning in Education Examples
Ocado, the online grocery retailer
UBER
Airbnb
Heathrow Airport Management Using Heuristic Algorithms
Top 30 NLP Use Cases in 2024: Comprehensive Guide
Robotics Use Cases Videos
Robotics Use case Materials
NLP Products
Module 7. AI and Society Case Study
Survey 1.1: Your insights about Artificial Intelligence
Survey 1.2: Your insights to Enroll in this AI and Business Innovation Course
Quiz 1.1: Watch the video: "Message from Paul Pu" in Introduction Section and then answer the following questions
FL-Survey 1.1. Assessing Your Understanding of Necessary Knowledge to Start a Business: A Survey on Learning Objectives
Quiz 1.2: Watching the video "Course Road Map" the Introduction section and answer questions
How Does Porter's Five Forces Model Apply to the AI Sector?
Quiz 1.3 Necessary Knowledge to Start a Business
FL-Survey 2.1. Assessing Your Understanding of the History of AI: A Survey on Learning Objectives
Quiz 2.1 Introduction to AI
FL-Survey 3.1. Assessing Your Understanding of Algorithms and Programming : A Survey on Learning Objectives
Quiz 3.1 Introductions to Algorithms
FL-Survey 4.1. Assessing Your Understanding of Machine Learning and Its Business Applications: A Survey on Learning Objectives
Quiz 4.1 Data and Data Science
Quiz 4.2 Machine Learning
Survey Ex1. Guest Speaker Lecture Feedback Survey. Dr. He
FL-Survey 5.1. Assessing Your Understanding of natural language processing (NLP) and Its Business Applications: A Survey on Learning Objectives
Quiz 5.1. natural language processing(NLP)?
Survey Ex2. Guest Speaker Lecture Feedback Survey. Howard Lin
Quiz EX2-Reflecting on Professor Lin's AI Lecture and Its Application to Your Startup
Fl-Survey 6.1. Assessing Your Proficiency in Robotics for Business: A survey on Learning Objectives
Quiz 6.1 Robotics
Fl-Survey 7.1. Assessing Your Understanding of Artificial Intelligence in Business and Society: A Survey on Learning Objectives
Quiz 7.1 AI and Society
Fl-Survey 8.1. Assessing Your Understanding of the Future of Artificial Intelligence: A Survey on Learning Objectives
Paper Based closed Book Quiz
Peer Assessment for GYWCoffee Inc's Team Presentation
Peer Assessment for CELEBSTREAM Inc's Team Presentation
Peer Assessment for Nexgen Inc.'s Team Presentation
Peer Assessment for SpaceX Inc.'s Team Presentation
Student Feedback Survey
Project Step 1: Develop Your Ideas and Assemble Your Startup Team
Project Step 5-palnning data for your startup company
Project Step 6- Planning Machine Learning Solutions for your startup company
Project Step 7- Planning for Natural Language Processing (NLP) Applications in Your Startup
Project Step 8_Planning for Using robotics in your organization
Project Step 9- AI, Employment, and Ethical Considerations
Final Project: Implementing AI Initiatives in Your Startup Business
Project Step 1: Develop Your Ideas and Assemble Your Startup Team
Project Step 2: Crafting Your Fictional Organization
Project Step 3: -Collective Rules and Leadership
Project Step 4: Learning and Relating-Insights from GYC2024
Project Step 5: - Planning data sources for your startup company
Project Step 6: - Planning Machine Learning Solutions for your startup company
Project Development Roadmap Step7_Planning for Natural Language Processing (NLP) Applications in Your Startup
Project Development Roadmap Step 8_Planning for Using robotics in your organization
Project Development Roadmap Step9_AI, Employment, and Ethical Considerations
Final Project-Implementing AI Initiatives in Your Startup Business