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Artificial Intelligence (AI) Learning Resources from MIT

What is AI and Machine Learning?

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Artificial Intelligence (AI) refers to the development of computer systems that can perform tasks typically requiring human intelligence, such as understanding natural language, recognizing patterns, and making decisions. Machine Learning (ML) is a subset of AI that involves training algorithms on large datasets to enable systems to learn from data, identify patterns, and improve their performance over time without being explicitly programmed. Essentially, while AI encompasses the broader goal of creating intelligent machines, ML focuses on the methods and techniques that allow these machines to learn and adapt.

Getting Started Resource Suggestions

What is Intelligence in Machines? | MIT on AI & How We Use AI in Our Everyday Lives

MIT Sloan and MIT CSAIL
These quick 3 minute (each) videos are a great quick introduction into what Artificial Intelligence is and how the study of it has progressed to where we are today.
LINKS:
What is Intelligence in Machines:
How we use AI in our Everyday Lives:

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AI 101 with Brandon Leshchiinskeiy

MIT OpenCourseWare
This video, part of MIT's RES.6-013 course, features Brandon Leshchinskiy discussing AI 101. It covers the basics of AI and machine learning, explaining key concepts and tasks that AI can solve effectively. Leshchinskiy details different types of AI, including narrow AI and machine learning subsets like supervised, unsupervised, and reinforcement learning.

Key Sections:
AI Definitions and Basics (0:30-3:09)
Types of AI and Applications (3:17-8:16)
Machine Learning Tasks (9:00-11:16)
Training Models (16:00-32:01)
Bias and Data Issues (32:25-34:02)
Final Thoughts and Cautionary Notes (36:13-40:17)
The link will take you to the video presentation. If you click on “supporting materials” on the side, you can also download all of the slides used in the presentation.
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Podcast: “What is AI? We made this radio play to help.”

MIT Technology Review
A fun (short) little podcast helping to understand what is and isn’t AI (6 minutes):
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