Course Content

Lecture 1

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Recurrent Neural Networks

Lecture 2

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Convolutional Neural Networks

Lecture 3

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Deep Generative Modeling

Lecture 4

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Reinforcement Learning

Lecture 5

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Deep Learning New Frontiers

Lecture 6

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Neurosymbolic AI

Lecture 7

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Generalizable Autonomy for Robot Manipulation

Lecture 8

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Neural Rendering

Lecture 9

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Machine Learning for Scent

Lecture 10

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Barack Obama: Intro to Deep Learning

Lecture 11

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Introduction to Deep Learning

Lecture 12

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Recurrent Neural Networks

Lecture 13

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Convolutional Neural Networks

Lecture 14

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Deep Generative Modeling

Lecture 15

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Deep Reinforcement Learning

Lecture 16

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Deep Learning Limitations and New Frontiers

Lecture 17

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Visualization for Machine Learning (Google Brain)

Lecture 18

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Biologically Inspired Neural Networks (IBM)

Lecture 19

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Image Domain Transfer (NVIDIA)

Lecture 20

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Introduction to Deep Learning

Lecture 21

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Sequence Modeling with Neural Networks

Lecture 22

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Convolutional Neural Networks

Lecture 23

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Deep Generative Modeling

Lecture 24

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Deep Reinforcement Learning

Lecture 25

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Deep Learning Limitations and New Frontiers

Lecture 26

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Issues in Image Classification

Lecture 27

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Faster ML Development with TensorFlow

Lecture 28

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Deep Learning – A Personal Perspective

Lecture 29

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Beyond Deep Learning: Learning+Reasoning

Lecture 30

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Computer Vision Meets Social Networks

Deep Learning A-Z™: Hands-On Artificial Neural Networks

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