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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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Inside TensorFlow: TensorFlow Lite youtube.com
.
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TensorFlow Lite for Android (Coding TensorFlow) youtube.com
.
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Easy on-device ML from prototype to production youtube.com
(TF Dev Summit 2020).
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TensorFlow model optimization: Quantization and pruning youtube.com
.
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TensorFlow Lite: ML for mobile and IoT devices youtube.com
(TF Dev Summit 2020).
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TensorFlow Lite: Solution for running ML on-device youtube.com
.
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Overview of Computer Vision and Visual Effects youtube.com
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Deep Learning for Computer Vision youtube.com
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Continuous Optimization in Computer Vision youtube.com
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Time Management youtube.com
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3D Computer Vision: Past, Present, and Future youtube.com
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How to write a great research paper youtube.com
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Deep Learning Session 3 youtube.com
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Revealing the Invisible youtube.com
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Photographing Events over Time youtube.com
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Planet-Scale Visual Understanding youtube.com
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Multiple View Geometry youtube.com
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Machine Learning for Computer Vision youtube.com
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The Three R's of Computer Vision youtube.com
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Should I do a PhD in Computer Vision? youtube.com
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Deep Learning Session 1 youtube.com
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Computational Photography youtube.com
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Deep Learning Session 2 youtube.com
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A Trillion Photos youtube.com
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Tensorflow and deep learning - without at PhD youtube.com
by Martin Görner
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Tensorflow and deep learning - without at PhD, Part 2 (Google Cloud Next '17) youtube.com
by Martin Görner
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Large Scale Deep Learning with TensorFlow youtube.com
Spark Summit 2016 Keynote by Jeff Dean
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TensorFlow Udacity Deep Learning youtube.com
Basic steps to install TensorFlow for free on the Cloud 9 online service with 1Gb of data
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Image recognition in Go using TensorFlow youtube.com
by Alex Pliutau
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Stanford CS224d Lecture 7 - Introduction to TensorFlow, 19th Apr 2016 youtube.com
CS224d Deep Learning for Natural Language Processing by Richard Socher
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Diving into Machine Learning through TensorFlow youtube.com
Pycon 2016 Portland Oregon, Slide & Code by Julia Ferraioli, Amy Unruh, Eli Bixby
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Introduction to Cryptography by Christof Paar youtube.com
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Crypto Strikes Back! youtube.com
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