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Artificial Intelligence Overview

Session 1: Foundations of Logic
  • 1 - Artificial Intelligence Preview (03:49)
  • 2 - What Is Artificial Intelligence? (11:45)
  • 3 - Supervised Learning (15:22)
  • 4 - Neural Networks and Deep Learning (12:22)
Session 2: Machine Learning Mechanics
  • 5 - Training Neural Networks (12:28)
  • 6 - How to make an AI read your handwriting (LAB) (17:16)
  • 7 - Unsupervised Learning (12:34)
  • 8 - Natural Language Processing (13:28)
  • 9 - Make an AI sound like a YouTuber (LAB) (15:59)
  • 10 - Reinforcement Learning (11:27)
Session 3: Perception & Interaction
  • 11 - Symbolic AI (13:21)
  • 12 - Robotics (10:11)
  • 13 - AI Playing Games (11:30)
  • 14 - Let's make an AI that destroys video games (13:25)
  • 15 - Humans and AI working together (10:12)
  • 16 - How YouTube knows what you should watch (51:00)
Session 4: Ethics & The Future
  • 17 - Let's make a movie recommendation system (14:40)
  • 18 - Web Search (11:14)
  • 19 - Algorithmic Bias and Fairness (11:19)
  • 20 - Cats vs Dogs? Let's make an AI to settle this (13:04)
  • 21 - The Future of Artificial Intelligence (10:59)

2 - What Is Artificial Intelligence?

Artificial intelligence is everywhere and it's already making a huge impact on our lives. It's autocompleting texts on our cellphones, telling us which videos to watch on YouTube, beating us at video games, recognizing us in photos, ordering products in stores, driving cars, scheduling appointments, you get the idea. Today we're going to explain what AI can (and can't) do right now and explain how we got to where we are today.

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