Protected: AI 101 : AI Foundation (Level 1) – Licensed

Session 1 – Introduction to AI & AI-Powered Applications (L)
1 Topic
1.1 Introduction To AI (L)
Session 2 – What is AI?
7 Topics | 1 Quiz
2.1 AI Definition
2.2 AI Concepts & New Capabilities for Machines
2.3 Inspiring AI Applications
2.4 Why AI is So Popular Now?
2.5 What is AI Being Used For Now?
2.6 AI is The New Electricity in The 21st Century
2.7 AI Terminology & Summary
Quiz 1 – What is AI? (8 Questions)
Session 3 – AI History & Latest Developments
2 Topics | 1 Quiz
3.1 AI History & Development
3.2 AI Golden Age is Now
Quiz 2 – AI History & Latest Developments (8 Questions)
Session 4 – How Does AI Work? Part 1: Data & Features
4 Topics | 1 Quiz
4.1 What are the Basic Ingredients of AI?
4.2 How AI Works?
4.3 AI Basic Ingredient: Data & Learning Algorithm
4.4 Why Data is The Most Important Component of AI?
Quiz 3 – How AI Works? Data & Features (8 Questions)
Session 5 – How Does AI Work? Part 2: M. Learning Algorithms
3 Topics | 1 Quiz
5.1 Machine Learning: The Main Driver of AI Now
5.2 Supervised vs. Unsupervised Learning
5.3 Classification vs. Regression; Clustering
Quiz 4 – How AI Works? Learning Algorithms (10 Questions)
Session 6 – What It Takes to Implement An AI Project?
3 Topics | 1 Quiz
6.1 Step 1: Define The Problem Statement & The Solution Proposal
6.2 Step 2: The Making of AI Model – AI Process Framework
6.3 Step 3: AI Model Continuous Improvement
Quiz 5 – What It Takes to Implement An AI Project? (8 Questions)
Session 7 – How to Plan an AI Project?
2 Topics
7.1 AI Project Plan: Document Template
7.2 AI Project Plan Case Study: Automated Tomato Sorter
Session 8 – Dissect Real-World AI Applications
1 Topic | 1 Quiz
8.1 Dissect A Self-Driving Car
Quiz 6 – Dissect Real World AI Applications (8 Questions)
Session 9-10 – Hands-on Assignment & Presentation
1 Topic
9.1 Hands-on Assignment: Plan Your AI Projects
Session 11-12 – How To Use AI For Enhanced Learning…; Wrapping Up & What’s Next
2 Topics
12.1 Summary: What Have You Learned So Far?
12.2 What’s Next?
Bonus Session – Impact of AI on Jobs
3 Topics | 1 Quiz
B11.1 AI Impacts on Future Job Market
B11.2 Impacts of AI on Various Industries
B11.3 How to Apply AI Knowledge in Your Job?
Quiz 7 – AI Impacts on Jobs (8 Questions)
Bonus Session – Experience AI Firsthand
2 Topics | 1 Quiz
B6.1 Fun Learning With AI Games
B6.2 Get Inspired With Generative Adversarial Network (The Creative AI)
Quiz 8 – Experience AI Firsthand (6 Questions)
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5.2 Supervised vs. Unsupervised Learning

Protected: AI 101 : AI Foundation (Level 1) – Licensed Session 5 – How Does AI Work? Part 2: M. Learning Algorithms 5.2 Supervised vs. Unsupervised Learning
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