/var/logmarcus chiu

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Computer

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Artificial Intelligence (AI) - Cognitive Computing - Machine Intelligence

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AI - Subfields

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Machine Learning (ML) - Pattern Recognition

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ML - Models

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Artificial Neural Networks (ANN)

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Deep Learning

MIT - Introduction to Deep Learning

Created on Aug 08, 2024 · Last Modified on Aug 22, 2024

Current

http://introtodeeplearning.com/

2024 Lectures

1. Intro to Deep Learning

  • https://www.youtube.com/watch?v=ErnWZxJovaM&list=PLtBw6njQRU-rwp5__7C0oIVt26ZgjG9NI&index=1
  • 6S191_MIT_DeepLearning_L1.pdf
  1. Deep Sequence Modeling
  • https://www.youtube.com/watch?v=dqoEU9Ac3ek&list=PLtBw6njQRU-rwp5__7C0oIVt26ZgjG9NI&index=2
  • 6S191_MIT_DeepLearning_L2.pdf
  1. Deep Computer Vision
  • https://www.youtube.com/watch?v=2xqkSUhmmXU&list=PLtBw6njQRU-rwp5__7C0oIVt26ZgjG9NI&index=3
  • 6S191_MIT_DeepLearning_L3.pdf
  1. Deep Generative Modeling
  • https://www.youtube.com/watch?v=Dmm4UG-6jxA&list=PLtBw6njQRU-rwp5__7C0oIVt26ZgjG9NI&index=4
  • 6S191_MIT_DeepLearning_L4.pdf
  1. Deep Reinforcement Learning
  • https://www.youtube.com/watch?v=8JVRbHAVCws&list=PLtBw6njQRU-rwp5__7C0oIVt26ZgjG9NI&index=5
  • 6S191_MIT_DeepLearning_L5.pdf
  1. Language Models and New Frontiers
  • https://www.youtube.com/watch?v=N1fbskTpwZ0&list=PLtBw6njQRU-rwp5__7C0oIVt26ZgjG9NI&index=6
  • 6S191_MIT_DeepLearning_L6.pdf
  1. Generative AI for Media
  • https://www.youtube.com/watch?v=P7Hkh2zOGQ0&list=PLtBw6njQRU-rwp5__7C0oIVt26ZgjG9NI&index=7
  1. Building AI Models in the Wild
  • https://www.youtube.com/watch?v=ZAGiinWiFsE&list=PLtBw6njQRU-rwp5__7C0oIVt26ZgjG9NI&index=8

2023 Lectures

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