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Deep Learning (2020) (M-I-T)

S# Lecture Course Institute Instructor Discipline
1
AI Bias and Fairness (M-I-T)
Deep Learning (2020) (M-I-T) MIT Ava Soleimany Applied Sciences
2
Barack Obama: Intro to Deep Learning  (M-I-T)
Deep Learning (2020) (M-I-T) MIT Barack Obama Applied Sciences
3
Beyond Deep Learning: Learning+Reasoning (M-I-T)
Deep Learning (2020) (M-I-T) MIT Lisa Amini Applied Sciences
4
Biologically Inspired Neural Networks (IBM) (M-I-T)
Deep Learning (2020) (M-I-T) MIT Dmitry Krotov Applied Sciences
5
Computer Vision Meets Social Networks (M-I-T)
Deep Learning (2020) (M-I-T) MIT Lin Ma Applied Sciences
6
Convolutional Neural Networks (M-I-T)
Deep Learning (2020) (M-I-T) MIT Ava Soleimany Applied Sciences
7
Deep CPCFG for Information Extraction (M-I-T)
Deep Learning (2020) (M-I-T) MIT Nigel Duffy Applied Sciences
8
Deep Generative Modeling (M-I-T)
Deep Learning (2020) (M-I-T) MIT Ava Soleimany Applied Sciences
9
Deep Learning – A Personal Perspective (M-I-T)
Deep Learning (2020) (M-I-T) MIT Urs Muller Applied Sciences
10
Deep Learning Limitations and New Frontiers (M-I-T)
Deep Learning (2020) (M-I-T) MIT Ava Soleimany Applied Sciences
11
Deep Learning New Frontiers (M-I-T)
Deep Learning (2020) (M-I-T) MIT Ava Soleimany Applied Sciences
12
Faster ML Development with TensorFlow (M-I-T)
Deep Learning (2020) (M-I-T) MIT Shanqing Cai Applied Sciences
13
Generalizable Autonomy for Robot Manipulation (M-I-T)
Deep Learning (2020) (M-I-T) MIT Chuan Li Applied Sciences
14
Image Domain Transfer (NVIDIA) (M-I-T)
Deep Learning (2020) (M-I-T) MIT Jan Kautz Applied Sciences
15
Introduction to Deep Learning (M-I-T)
Deep Learning (2020) (M-I-T) MIT David Cox Applied Sciences
16
Machine Learning for Scent (M-I-T)
Deep Learning (2020) (M-I-T) MIT Barack Obama Applied Sciences
17
Neural Rendering (M-I-T)
Deep Learning (2020) (M-I-T) MIT Alex Wiltschko Applied Sciences
18
Neurosymbolic AI (M-I-T)
Deep Learning (2020) (M-I-T) MIT Animesh Garg Applied Sciences
19
Recurrent Neural Networks (M-I-T)
Deep Learning (2020) (M-I-T) MIT Ava Soleimany Applied Sciences
20
Reinforcement Learning (M-I-T)
Deep Learning (2020) (M-I-T) MIT Alexander Amini Applied Sciences
21
Sequence Modeling with Neural Networks (M-I-T)
Deep Learning (2020) (M-I-T) MIT Harini Suresh Applied Sciences
22
Visualization for Machine Learning (Google Brain) (M-I-T)
Deep Learning (2020) (M-I-T) MIT Fernanda Viegas Applied Sciences
23
 Evidential Deep Learning and Uncertainty (M-I-T)
Deep Learning (2020) (M-I-T) MIT Alexander Amini Applied Sciences
24
 Introduction to Deep Learning (M-I-T)
Deep Learning (2020) (M-I-T) MIT Alexander Amini Applied Sciences
25
 Issues in Image Classification (M-I-T)
Deep Learning (2020) (M-I-T) MIT D. Sculley Applied Sciences