(2). Intro to A.I. / Machine Learning

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Stanford Professor / Andrew Ng's "Ai for Everyone" on Coursera

https://www.coursera.org/learn/ai-for-everyone/

Selected Topics

week 1 / Introduction (7:00)

Machine Learning (8:46)

What Machine Learning can and cannot do (8 min)

Deep Learning (part 1)(7 min)

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AI in StarCraft 2

AlphaStar: Mastering the real-time strategy game StarCraft II(link)

DeepMind StarCraft II Demonstration (2:22:24)

(0:00-3:00) (1:42-1:45)

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Experiment with ChatGPT

https://openai.com/blog/chatgpt/

Ask ChatGPT the following question:

1. Describe ChatGPT

2. Is ChatGPT error free?

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Example / AI Generated Apps(link)

Ask ChatGPT to Generate Some Code

Here is an example of asking it to generate a simple macro:

https://chat.openai.com/share/7ca01145-8d62-4038-a6f4-eb8c422b8c37

This asks ChatGPT to create a website with a button that increments a counter:

https://chat.openai.com/share/759d4a30-a89f-439f-9f94-067471be0e72

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(Optional) AI tools (link)

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A fun article showing many different varied machine learning projects with visual demos:

https://heartbeat.fritz.ai/2019s-awesome-machine-learning-projects-with-visual-demos-e74d7d347c2 

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(Optional) AI play the snake game using genetic algorithm and deep learning

Are you familiar with the snake game? An AI learns to play the snake game using genetic algorithm and deep learning.

https://www.youtube.com/watch?v=3bhP7zulFfY

https://github.com/Code-Bullet/SnakeFusion

Perhaps there is another game you would like to apply this to?

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The 5 biggest risks of generative AI (link)

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