Purpose: Students will learn that it takes Data and Patterns to develop Machine Learning.
Vocabulary: Machine Learning, Artificial Intelligence, Bias
Journal: Define in less than one sentence Machine Learning. Define in less than one sentence Artificial Intelligence. That is ok if you do not know...just guess. By the end of the class, you will know.
Video: How AI Works: First, Machine Learning
Logon to Code.org: Click Here.
Assignment: Code.org - "Training AI to Clean the Oceans": Students classify objects as either "fish" or "not fish" to attempt to remove trash from the ocean.
- Select Lesson 2 (green circle). Begin by creating at least 500 Data Points that will help differentiate between Ocean Garbage and Fish. This will help build your Machine Learning pool of data. At 500 data points, select "Continue" and work your way to Lesson 3.
- Lesson 3 will show you that there are other objects that belong in water, yet are considered trash.
- Lesson 4 will give you the opportunity to create Data Poits that will recognize other objects that belong in water and are not trash.
Video: How A.I. Works: Training Data & Bias
Journal:
- How do you keep Training Data from being biased? Answer.
- If "A.I." does not rely on lines of code to function, what does it rely upon? Answer.
Assignment: Code.org - "Biased Training Data?" Students classify objects as either "fish" or "not fish" to attempt to remove trash from the ocean.
- Lesson 6: Students will select colors to apply to images of randomly generated fish. The end result of this assignment is that the Training Data should become biased.
Video: How A.I. Works: Impact on Society.
Assignment: Code.org - Teach A.I. a New Word.
- Lesson 8: Here, as before, students will use training data to teach A.I. to recognize different types of fish. Each student will rely on their own opinions to train A.I. which means that A.I. will learn with the same biases held by the students.
Journal: Ok, now you should be able to...Define in less than one sentence Machine Learning. Define in less than one sentence Artificial Intelligence.