Introduction to Artificial Intelligence (2021)

Lessons

1. What is AI?

1. 1.1 What is Artificial Intelligence?

   • Lesson Plan
2. Description
3. Objective

4. 1.2 Subsets of Artificial Intelligence

   • Lesson Plan
5. Description
6. Objective

7. 1.3 The Ethics of Artificial Intelligence

   • Lesson Plan
8. Description
9. Objective

10. 1.4 Project: Research an Ethical Dilemma in AI

    • Lesson Plan
11. Description
12. Objective

2. AI in Gaming

1. 2.1 Artificial Intelligence in Gaming

   • Lesson Plan
2. Description
3. Objective

4. 2.2 Building Tic Tac Toe

   • Lesson Plan
5. Description
6. Objective

7. 2.3 Creating a Non Player Character

   • Lesson Plan
8. Description
9. Objective

10. 2.4 Recursion

    • Lesson Plan
11. Description
12. Objective

13. 2.5 Minimax

    • Lesson Plan
14. Description
15. Objective

16. 2.6 Exploring Depth and Pruning

    • Lesson Plan
17. Description
18. Objective

19. 2.7 Implementing Connect Four

    • Lesson Plan
20. Description
21. Objective

3. AI and Chatbots

1. 3.1 Using Chatbots

   • Lesson Plan
2. Description
3. Objective

4. 3.2 Building a Rule Based Chatbot

   • Lesson Plan
5. Description
6. Objective

7. 3.3 Building a Pattern Matching Chatbot

   • Lesson Plan
8. Description
9. Objective

10. 3.4 Analyzing User Sentiment

    • Lesson Plan
11. Description
12. Objective

13. 3.5 Creating an AI Chatbot

    • Lesson Plan
14. Description
15. Objective

16. 3.6 Project: Informational Chatbot

    • Lesson Plan
17. Description
18. Objective

4. Creating Predictive Models

1. 4.1 Introduction to Predictive Models

   • Lesson Plan
2. Description
3. Objective

4. 4.2 Correlation

   • Lesson Plan
5. Description
6. Objective

7. 4.3 Programming Linear Regression

   • Lesson Plan
8. Description
9. Objective

10. 4.4 Training and Testing Data

    • Lesson Plan
11. Description
12. Objective

13. 4.5 Multivariable Linear Regression

    • Lesson Plan
14. Description
15. Objective

16. 4.6 Classification and Logistic Regression

    • Lesson Plan
17. Description
18. Objective

19. 4.7 Building Unsupervised Models

    • Lesson Plan
20. Description
21. Objective

22. 4.8 Creating Your Own Predictive Model

    • Lesson Plan
23. Description
24. Objective

5. Programs Used as Examples

1. 5.1 Examples for AI in Gaming

   • Lesson Plan
2. Description
3. Objective

4. 5.2 Examples for Chatbot

   • Lesson Plan
5. Description
6. Objective

7. 5.3 Creating Predictive Models

   • Lesson Plan
8. Description
9. Objective

10. 5.4 Old Correlation Activity

    • Lesson Plan
11. Description
12. Objective

6. AI Python Bootcamp

1. 6.1 Tuples

   • Lesson Plan
2. Description
3. Objective

4. 6.2 Lists

   • Lesson Plan
5. Description
6. Objective

7. 6.3 For Loops and Lists

   • Lesson Plan
8. Description
9. Objective

10. 6.4 List Methods

    • Lesson Plan
11. Description
12. Objective

13. 6.5 2d Lists

    • Lesson Plan
14. Description
15. Objective

16. 6.6 Dictionaries

    • Lesson Plan
17. Description
18. Objective