Computer Science
7,622 items in 38 lists
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Donald Knuth 1 youtube.com
| Donald Knuth 2 | Silvio Micali | Richard Karp | Scott Aaronson 1 | Scott Aaronson 2
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Rock Paper Scissors! youtube.com
Train Rock Paper Scissors on your machine and watch the results with your webcam!
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TensorFlow.js: ML for the web and beyond youtube.com
TensorFlow Dev Summit 2020.
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Color Blind Tensors youtube.com
Manipulate image tensors to perceive color blindness, live coding.
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Quantum Computing Seminar Series youtube.com
Qiskit series discussing recent research.
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Circuit Sessions youtube.com
Qiskit series exploring the value and use of quantum circuits through a lecture series by academics and industry researchers.
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Quantum Computing for Computer Scientists youtube.com
Microsoft Research Talk on introductory quantum computing for computer scientists. Duration: 1 hour, 28 minutes.
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The Functional Web -- The Future of Apps and the Web youtube.com
Liron Shapira (Box Tech Talk).
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Internet Privacy youtube.com
Dr. Alma Whitten (Google Brussels Tech Talk).
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Do we have the right to be forgotten? youtube.com
Michael Douglas [TEDx SouthBank].
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Music Information Retrieval Using Locality Sensitive Hashing youtube.com
Steve Tjoa (RackSpace Developers) [This talk shows that IR is not just text and images].
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Knowledge-based Information Retrieval with Wikipedia youtube.com
David Wilne (The University of Waikato, 2008).
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Information Experience - Solution to Information Overload on Web youtube.com
Doug Imbruce (Techcrunch Disrupt)[Doug Imbruce is the Founder of Qwiki, Inc, a technology startup in New York, NY, acquired by Yahoo! in 2013].
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Extreme Classification: A New Paradigm for Ranking & Recommendation youtube.com
Manik Verma (Microsoft Research)
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The Problem of Overfitting youtube.com
A good explanation of overfitting and how to address that problem.
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Gradient Descent in Practice 2: Learning Rate youtube.com
How to adjust the learning rate of a neural network.
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Diagnosing Bias vs Variance youtube.com
Understanding bias and variance in the predictions of a neural net and how to address those problems.
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Gradient Descent: Intuition youtube.com
What follows from the previous video: now add intuition.
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Attention Mechanisms in Recurrent Neural Networks (RNNs) - IGGG youtube.com
A talk for a reading group on attention mechanisms (Paper: Neural Machine Translation by Jointly Learning to Align and Translate).
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Growing Neat Software Architecture from Jupyter Notebooks youtube.com
A primer on how to structure your Machine Learning projects when using Jupyter Notebooks.
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Gradient Descent youtube.com
Okay, I already listed Andrew NG's Coursera class above, but this video especially is quite pertinent as an introduction and defines the gradient descent algorithm.
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Deep Learning Lecture 12: Recurrent Neural Nets and LSTMs youtube.com
Unfolding of RNN graphs is explained properly, and potential problems about gradient descent algorithms are exposed.
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Keynote - TensorFlow Lite: ML for mobile and IoT devices youtube.com
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Computer Vision with ML Kit - Flutter In Focus youtube.com
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Contributing to TensorFlow Lite with Sunit Roy youtube.com
(Hacktoberfest 2021)
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Android ML by Hoi Lam youtube.com
(GDG Kolkata meetup).
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