Natural Language Processing is a field of Artificial Intelligence dedicated to enabling computers to understand and communicate in human language. NLP is only a few decades old, but we've made significant progress in that time. I'll cover how its changed…

Нейросеть нейросетей Изображение brentsview под лицензией CC BY-NC 2.0 В мозг поступает информация из внешнего мира, его нейроны получают данные на входе, производят обработку и выдают некий...

building and tuning pytorch based multi-task networks

I'm going to build a medical imaging classification app called SmartMedScan! The potential customers for this app are medical professionals that need to scale and improve the accuracy of their diagnoses using AI. From ideation, to logo design, to integrating…

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📝 The paper "SC-FEGAN: Face Editing Generative Adversarial Network with User's Sketch and Color" is available here:
https://arxiv.org/abs/1902.06838
https://github.com/JoYoungjoo/SC…

Or Why You Should Not Neglect Soft Skills

Spatial Pyramid Pooling (SPP) is a technique which allows Convolutional Neural Networks (CNNs) to us...

How to compute an integral in 3 lines of code

As companies embrace AI in their business, they are confronting technologies of Deep Learning systems. That is like entering a dark cave…

Tensorflow стал стандартной платформой для машинного обучения (ML), популярной как в индустрии, так и в научных исследованиях. Создано множество свободных библио...

A review of the SpaceNet Challenge for off-nadir building footprint extraction

Do machine learning models always need to be interpretable? Given a choice between an interpretable model that is inaccurate and a…

Новейшие алгоритмы ИИ разбираются в эволюции галактик, подсчитывают функции квантовых волн, открывают новые химические соединения, и прочее. Есть ли что-нибудь в работе учёных, что не получится...

MIT and other researchers have used an extremely fine-scale form of 3-D printing to make scaffolding for biological cultures, which could make it possible to grow cells that are highly uniform in shape and size, and potentially with certain functions.

A review of Gartner and roundup of their recent Analytics Summit

Всем привет! Начнём месяц с довольно легкого, но полезного материала, публикация которого приурочена к началу запуска курса "Big Data для менеджеров", который стартует уже в середине апреля. Итак,...

Questions that should be asked before it’s too late

Extracting human understandable insights from any Machine Learning model

Algorithms govern so much of our lives and dating is no exception! In this video, I frame dating as a data science pipeline and demo how to use AI algorithms to help facilitate discovery, first impressions, and even intimacy. I'll also explain how collaborative…

The pixel values in images must be scaled prior to providing the images as input to a deep learning neural network model during the training or evaluation of the model. Traditionally, the images would have to be scaled prior to the development of the model…