​​IQ is largely a pseudoscientific swindle

Note by Nassim Taleb on how IQ works. He shows that high-IQ is not well-correlated with wealth or overall cognitive performance.

Link: https://medium.com/incerto/iq-is-largely-a-pseudoscientific-swindle-f131c101ba39

#statistics #iq #fallacy

​Tutorial 7 - Autoencoders and GANs | Deep Learning on Computational Accelerators

🔗 Tutorial 7 - Autoencoders and GANs | Deep Learning on Computational Accelerators
Given by Chaim Baskin @ CS department of Technion - Israel Institute of Technology.

​MIT AI: Brains, Minds, and Machines (Tomaso Poggio)

🔗 MIT AI: Brains, Minds, and Machines (Tomaso Poggio)
Tomaso Poggio is a professor at MIT and is the director of the Center for Brains, Minds, and Machines. Cited over 100,000 times, his work has had a profound ...

🎥 Machine Learning With TensorFlow | CNN Implementation | Part 2 | Eduonix
👁 1 раз ⏳ 433 сек.
In this quick video, we will build a convolutional neural network based image classifier using Tensorflow. A code that uses CNN for classification of the images in the music database. So let's get started!!

Thank you for watching! We’d love to know your thoughts in the comments section below. Also, don’t forget to hit the ‘like’ button and ‘subscribe’ to ‘Eduonix Learning Solutions’ for regular updates. http://bit.ly/2ITJDQb

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​Transformer-XL Explained: Combining Transformers and RNNs into a State-of-the-art Language Model
Summary of “Transformer-XL: Attentive Language Models Beyond a Fixed-Length Context”

🔗 Transformer-XL Explained: Combining Transformers and RNNs into a State-of-the-art Language Model
Language modeling has become an important NLP technique thanks to the ability to apply it to various NLP tasks, such as machine…

​The world’s easiest introduction to Machine Learning by Adam Geitgey. Covered every applications of Machine Learning and translated version also avialable in several languages. Enjoy and boost your knowledge

https://medium.com/@ageitgey/machine-learning-is-fun-80ea3ec3c471

🔗 Machine Learning is Fun! – Adam Geitgey – Medium
The world’s easiest introduction to Machine Learning

Evolution of Face Generation | Evolution of GANs

🎥 Evolution of Face Generation | Evolution of GANs
👁 1 раз ⏳ 743 сек.
Generating Fake faces in photos and videos has become prevalent in last few years (cough) Deep Fakes (cough). It's come to a point where we can't tell if photos and videos contain real people. It's fascinating (and scary?) ! But how did we get here? What is the technology behind these eerily real faces?

The main Technology behind this phenomenon are "Generative Adversarial Networks". Let's talk about them.

REFERENCES
[1] The OG GAN : https://arxiv.org/abs/1406.2661
[2] Deep Convolutional GAN (DCGAN): htt

This AI Produces Binaural (2.5D) Audio

Наш телеграмм канал - https://t.me/ai_machinelearning_big_data

🎥 This AI Produces Binaural (2.5D) Audio
👁 1 раз ⏳ 238 сек.
The paper "2.5D Visual Sound" is available here:
https://arxiv.org/abs/1812.04204

Pick up cool perks on our Patreon page:
› https://www.patreon.com/TwoMinutePapers

We would like to thank our generous Patreon supporters who make Two Minute Papers possible:
313V, Alex Haro, Andrew Melnychuk, Angelos Evripiotis, Anthony Vdovitchenko, Brian Gilman, Christian Ahlin, Christoph Jadanowski, Dennis Abts, Eric Haddad, Eric Martel, Evan Breznyik, Geronimo Moralez, Jason Rollins, Javier Bustamante, John De Witt, Kaie

How to deploy your website to a custom domain
https://towardsdatascience.com/how-to-deploy-your-website-to-a-custom-domain-8cb23063c1ff?source=collection_home---4------1---------------------

https://habr.com/ru/post/436744/

Запускаем свой нейросетевой детектор на Paspberry Pi с помощью Neural Compute Stick и OpenVINO

#machinelearning #neuralnets #deeplearning #машинноеобучение

Наш телеграмм канал - https://t.me/ai_machinelearning_big_data

​Implementing a ResNet model from scratch.

Well-written and explained note on how to build and train a ResNet model from ground zero.

Link: https://towardsdatascience.com/implementing-a-resnet-model-from-scratch-971be7193718

#ResNet #DL #CV #nn #tutorial

🔗 Implementing a ResNet model from scratch. – Towards Data Science
A basic description of how ResNet works and a hands-on approach to understanding the state-of-the-art network.

How to do Deep Learning on Graphs with Graph Convolutional Networks
https://towardsdatascience.com/how-to-do-deep-learning-on-graphs-with-graph-convolutional-networks-62acf5b143d0?source=collection_home---4------1---------------------

​6. Рекуррентные нейронные сети | Краткий курс по нейронным сетям

🔗 6. Рекуррентные нейронные сети | Краткий курс по нейронным сетям
6. Рекуррентные нейронные сети | Краткий курс по нейронным сетям и глубокому обучению --- Экспресс-курс по нейронным сетям и глубокому обучению для менеджеро...

​TCLab MIMO Deep Learning

🔗 TCLab MIMO Deep Learning
The TCLab is a hands-on application of machine learning and advanced temperature control with two heaters and two temperature sensors. The labs reinforce pri...

https://habr.com/ru/post/436838/

Понимание сверточных нейронных сетей через визуализации в PyTorch

#machinelearning #neuralnets #deeplearning #машинноеобучение

Наш телеграмм канал - https://t.me/ai_machinelearning_big_data

Object detection SOTA evolution over time.

#SOTA #CNN #objectdetection

​Understanding Convolutional Neural Networks through Visualizations in PyTorch

Explanation of how #CNN works

Link: https://towardsdatascience.com/understanding-convolutional-neural-networks-through-visualizations-in-pytorch-b5444de08b91

#PyTorch #nn #DL

🔗 Understanding Convolutional Neural Networks through Visualizations in PyTorch
Getting down to the nitty-gritty of CNNs

🎥 AutoGraph: Easy control flow for graphs (TensorFlow Tip of the Week)
👁 1 раз ⏳ 146 сек.
In this video, we’ll show you an example of how you can use AutoGraph to write complex, high-performance TensorFlow code using normal Python. AutoGraph helps you write complicated graph code using normal Python. AutoGraph automatically transforms your code into the equivalent TensorFlow graph code, and is available in the new TF 2 function API. Be sure to check out other TensorFlow tips, in this playlist → http://bit.ly/2mptadn

Want to learn more?

TensorFlow AutoGraph documentation → http://bit.ly/2VXAUnE

🎥 7. Генеративное глубокое обучение | Краткий курс по нейронным сетям
👁 1 раз ⏳ 435 сек.
7. Генеративное глубокое обучение. Создание изображений текста и музыки с помощью нейронных сетей | Краткий курс по нейронным сетям и глубокому обучению
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Экспресс-курс по нейронным сетям и глубокому обучению для менеджеров и начинающих. Вводный курс по нейронным сетям.

В полной версии курса (очный курс) вас ждут практические занятия на Python и бизнес-кейсы с решением реальных бизнес-задач с помощью современных архитектур нейронных сетей.

Часть 7. Генеративное глубокое обучение

Содержание курса:

Част

🎥 2. Базовая математика нейронных сетей | Краткий курс по нейронным сетям
👁 3 раз ⏳ 306 сек.
2. Базовая математика нейронных сетей | Краткий курс по нейронным сетям и глубокому обучению
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Экспресс-курс по нейронным сетям и глубокому обучению для менеджеров и начинающих. Вводный курс по нейронным сетям.

В полной версии курса (очный курс) вас ждут практические занятия на Python и бизнес-кейсы с решением реальных бизнес-задач с помощью современных архитектур нейронных сетей.

Часть 2. Базовая математика нейронных сетей

Содержание курса:

Часть 1. Что такое глубокое обучение и нейронные сети: https