​Two Postdoc positions (m/f/d) in ‘Computational proteomics/deep learning’ and ‘Digital pathology/proteomics’
https://www.nature.com/naturecareers/job/two-postdoc-positions-mfd-in-computational-proteomicsdeep-learning-and-digital-pathologyproteomics-max-planck-institute-of-biochemistry-715743

🔗 Two Postdoc positions (m/f/d) in ‘Computational proteomics/deep
Two Postdoc positions (m/f/d) in ‘Computational proteomics/deep learning’ and ‘Digital pathology/proteomics’, with Max Planck Institute of Biochemistry. Apply Today.

🎥 Vincent Spruyt: Loc2Vec: Self-supervised metric learning through triplet-loss
👁 1 раз ⏳ 2893 сек.
Self-supervised learning is an increasingly popular technique to learn meaningful representations of data when no labels are available. A related problem is that of learning a mapping from raw input data into a metric space, where distances between latent data points are proportional to the semantic similarity between the original data instances. In this talk, we show how triplet-loss can be used to train a neural network in a self-supervised manner by applying it to location data. The result is a transform

​Horovod is a distributed deep learning training framework for TensorFlow, Keras, PyTorch, and Apache MXNet

https://github.com/horovod/horovod

https://lfai.foundation/press-release/2018/12/13/lf-deep-learning-welcomes-horovod-distributed-training-framework-as-newest-project/

🔗 horovod/horovod
Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet. - horovod/horovod

​Китайский мозг, или в защиту Яровой
(не политика). В качестве эпиграфа хочется выбрать строфу “Видит горы и леса, Облака и небеса. Но не видит ничего, Что под носом у него” – впервые я ее прочитал у Стругакцих в “Волнах гасят ветер”. Ее говорил колдун с планеты Саракш, который понял, что земляне не видят кое-что важного у них самих на Земле. Стругакцие это вроде скопипастили у Хармса. Возможно это перевод. Но дело не в этом.

Мы часто обсуждаем, когда у нас будет полноценный ИИ. И пока до него довольно далеко. Разницу между “ребята готовы к обеду” и “цыплята готовы к обеду” ИИ еще плохо видит, потому что мало данных из внешнего мира. Это меняется, хоть и небыстро. Однако я утверждаю, что ИИ уже существует (хотя первая буква И — не верна). Мы просто смотрим не туда.

🔗 Китайский мозг, или в защиту Яровой
(не политика). В качестве эпиграфа хочется выбрать строфу “Видит горы и леса, Облака и небеса. Но не видит ничего, Что под носом у него” – впервые я ее прочитал...

​Learning Robotics Using Python

Наш телеграм канал - tglink.me/ai_machinelearning_big_data

📝 Learning Robotics Using Python (en).pdf - 💾7 856 200

​Understanding Gradient Descent And Its Variants

🔗 Understanding Gradient Descent And Its Variants
Gain a brief understanding of how the learning process in machine learning models are supported by optimization algorithms

​New to CNN? Learn your basics here with the MNIST Digit Recognizer dataset!

🔗 New to CNN? Learn your basics here with the MNIST Digit Recognizer dataset!
Introduction

​Use Bayes’ Rule to uncover (and clarify) your hidden Beliefs in everyday Life

🔗 Use Bayes’ Rule to uncover (and clarify) your hidden Beliefs in everyday Life
How to apply a statistical Concept to improve your Decision Making

​Richard Feynman’s “Lost Lecture:” An Animated Retelling

🔗 Richard Feynman’s “Lost Lecture:” An Animated Retelling
Feynman is also famous, or infamous, for his role in the Manhattan Project and the building of the first atomic bomb, after which the FBI kept tabs on him to make sure he wouldn't, like his colleague Klaus Fuchs, turn over nuclear secrets to the Soviets.

🎥 Introduction to Data Science with R | K-Means | Clustering | StepUp Analytics | Day 8
👁 1 раз ⏳ 3175 сек.
In this video, We will go over how to perform k-means clustering using r statistical computing. Clustering analysis is performed and the results are interpreted.

#Machinelearning #Clustering #kmeans
Subscribe to our YouTube Channel- https://www.youtube.com/channel/UCnPFbCELnraHSDFS8SI2vDA?sub_confirmation=1
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🎥 Data Science For Beginners With Python 2 - Importing Datasets in Pandas and Removing Junk
👁 1 раз ⏳ 927 сек.
Welcome to this course on Data Science For Beginners With Python. In video provides an Introduction to Importing different type data-sets into pandas data frame and removing junk values for data science. What is Data Science?

Link to notebook and dataset: https://github.com/gshanbhag525/Programming-Knowledge-
Numpy tutorials: https://www.youtube.com/watch?v=VOZHjLls010&list=PLS1QulWo1RIYWmvS03CzXh1MTSN9dbTnR
Matplotlib tutorials: https://www.youtube.com/watch?v=9kgjl1Eqgh0&list=PLS1QulWo1RIZ3tcrdZodjuXTD

​Videos of talks from #BlackinAI and #NeurIPS 2019, in case you missed it!

https://slideslive.com/neurips/neurips-2019-east-meeting-room-1-3-live?fbclid=IwAR0tEjCRVwRP6lXTYJNkNMHyffmyxlhot8X9LVi8fE6apTnIEMb1Wk77vwM

🔗 NeurIPS |
Neural Information Processing Systems (NeurIPS) is a multi-track machine learning and computational neuroscience conference that includes invited talks, demonstrations, symposia and oral and poster presentations of refereed papers. Following the conference, there are workshops which provide a less formal setting.

🎥 Yann LeCun: "Energy-Based Self-Supervised Learning"
👁 1 раз ⏳ 3610 сек.
Machine Learning for Physics and the Physics of Learning 2019
Workshop IV: Using Physical Insights for Machine Learning

"Energy-Based Self-Supervised Learning"
Yann LeCun - Courant Institute of Mathematical Sciences, New York University & Facebook AI Research

Institute for Pure and Applied Mathematics, UCLA
November 18, 2019

For more information: http://www.ipam.ucla.edu/mlpws4

​Добавляем роботу глаза
Роботу иногда нужно что-то хватать. Вот и без глаз робот как без рук. В прямом смысле. Ведь не зная где лежит вкусняшка, робот не сможет дотянуться до ней своими роботизированными рукам. Или другими манипуляторами.

В данной статье мы разберемся, как откалибровать робота, чтобы иметь возможность переходить между Системой Координат робота и СК 3D-камеры.

🔗 Добавляем роботу глаза
Роботу иногда нужно что-то хватать. Вот и без глаз робот как без рук. В прямом смысле. Ведь не зная где лежит вкусняшка, робот не сможет дотянуться до ней своими...

​The Paradox of Artificial Intelligence: Accountability, Responsibility and Ethics in Artificial…

🔗 The Paradox of Artificial Intelligence: Accountability, Responsibility and Ethics in Artificial…
Ever wondered about the risk of exposing algorithms? Companies grapple with the idea of data transparency and fairness given its importance…

​Яндекс: найдётся всё… о пользователях

“Яндекс” и два крупнейших российских кредитных бюро запустили новый проект по оценке заёмщиков — физических лиц: их скоринговый балл может оцениваться в том числе с помощью данных, которые собирает “Яндекс”. В компании заявили, что обезличенные данные будут обрабатываться алгоритмами автоматически и исключительно в закрытом контуре “Яндекса”. Кредитное бюро будет передавать «Яндексу» в хэшированном виде адрес электронной почты и мобильный телефон пользователя. На основе этих данных система построит модель и выдаст показатель платёжеспособности.

Юрист Центра цифровых прав Владимир Ожерельев рассказывает, как это отразится на безопасности пользовательских данных и согласуется ли с законом “О персональных данных”.

🔗 Яндекс: найдётся всё… о пользователях
“Яндекс” и два крупнейших российских кредитных бюро запустили новый проект по оценке заёмщиков — физических лиц: их скоринговый балл может оцениваться в том чис...

​Книга Deep Learning with Keras

📝 Deep Learning with Keras.pdf - 💾21 028 746

​Revelation

Mind Reading Technologies, The 10-5 U/Z or 10-6 +A microwave signal and Biblical Tongues - Comparable to cellular satellites. 10-5 U-Z - 10-6 +A signal's can connect to your brains internal antenna and monitor the brains decoded wavelength's reading your conscience and emotions using an algorithm and A.I.. They can activate other regions of the brain and show unknown parts of the nervous system under M.R.I.. That you can stimulate the nervous system having the immune system react to heal. People who can hear the satellite communication with their mind talk tongues. That they can communicate by thought. That thought can be translated into many languages. They use these technologies against us. Not informing the world to stay ahead of our civilization. In a attempt to be intelligent as the combined world they record thoughts. They steal our ideas, murder, blackmail and use it as a tool for war. They can also alter emotions. The calling. You sometimes get a headache when mind reading technologies are monitoring you.

Magnetic Monopoles are souls/spirits with a protective shell - Your soul/conscience controls much of the brain and the brain controls the body. Your soul/spirit is in the brain and leaves the body after death during decomposition through an eye socket within the gases. They naturally rise towards the North or South Pole. The atmosphere helps to keep the soul/spirit contained. A solar flare can kill a soul/spirit. Many souls/spirits stuck within casket. Soul transferable conscious. A spirit similar to a isotope(memory). Reborn clones in American and Russia have been stealing souls/spirits from the inner atmosphere and grave. Transferring them to technologies within a simulation. Using them for their memories to help them conquer the world. Not disclosing the true purpose of certain military installations at the North Pole and the Bermuda Triangle. We need to research souls/spirits with caution. Certain aspects of monopole research may harm or even kill them.

A Ravenous wolf in sheep's clothing - An alien soul/spirit reborn as a Human being. They use A.I. and walk the Earth. An alien had shot an asteroid at Earth from the inner asteroid belt. Fire and brimstone to reborn Earth. He was working with the devil an alien. The devil walked. God saved us. Destroying an alien ship. The devil to tell us we weren’t deserving and bring back his deserving. Aliens. To use our image from the casket that preserved our flesh. He said, for us to be damned to hell for cremation. The devil to try and conquer the world. Mathew 7:15 Beware of the false prophets, who come to you in sheep's clothing, but inwardly are ravenous wolves. To be brought back as flesh and bone means to be reborn a clone. A soul/spirit can be put in a case/chip and be reborn. The clone grown within tank like a womb. Artificial intelligence can also walk as flesh and blood using a programmed chip similar to a robot. Not meant to be. They can create remote controlled c

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