​UberAI introduces a new approach for making Neural Networks process images faster & more accurately with jpeg representations.

Link: https://eng.uber.com/neural-networks-jpeg/
Paper: https://papers.nips.cc/paper/7649-faster-neural-networks-straight-from-jpeg

#nn #CV #Uber

🔗 Faster Neural Networks Straight from JPEG
Uber AI Labs introduces a method for making neural networks that process images faster and more accurately by leveraging JPEG representations.

TensorFlow high-level APIs: Part 2
https://www.youtube.com/watch?v=TOP2aLxcuu8

🎥 TensorFlow high-level APIs: Part 2 - going deep on data and features
👁 4 раз ⏳ 309 сек.
Welcome to Part 2 of our mini-series on TensorFlow high-level APIs! In this 3 part mini-series, TensorFlow Engineering Manager Karmel Allison runs us through different scenarios using TensorFlow’s high-level APIs.

In this part, Karmel discusses preparing data for machine learning, including using Feature Columns, categorical data, and more.

Building a ML model takes a lot of time, effort, and often involves multiple stages. Luckily, TensorFlow high-level APIs aim to help you along with each stage, from th

​Векторные представления товаров, или еще одно применение модели Word2Vec
Каждый день полтора миллиона людей ищут на Ozon самые разные товары, и к каждому из них сервис должен подбирать похожие (если пылесос все-таки нужен помощней) или сопутствующие (если к поющему динозавру нужны батарейки). Когда видов товаров тоже много, решить задачу помогает модель Word2Vec. Разбираемся, как она работает и как создавать векторные представления для произвольных объектов.
https://habr.com/company/ozontech/blog/432760/

🔗 Векторные представления товаров, или еще одно применение модели Word2Vec
Каждый день полтора миллиона людей ищут на Ozon самые разные товары, и к каждому из них сервис должен подбирать похожие (если пылесос все-таки нужен помощней)...

​30 Free Courses: Neural Networks, Machine Learning, Algorithms, AI

🔗 30 Free Courses: Neural Networks, Machine Learning, Algorithms, AI
The list below is a small selection from Open Culture. We picked up classes relevant to data scientists, and removed links that no longer work at the time of w…

Redefining Audience Targeting in the Digital Age with Predictive Analytics
https://towardsdatascience.com/redefining-audience-targeting-in-the-digital-age-with-predictive-analytics-4da9981a2b36?source=collection_home---4------0---------------------

https://habr.com/company/ozontech/blog/432760/

Векторные представления товаров, или еще одно применение модели Word2Vec

#machinelearning #neuralnets #deeplearning #машинноеобучение

​Session 1: Introduction to Deep Learning - Neural Networks, CNN, GAN and more

🔗 Session 1: Introduction to Deep Learning - Neural Networks, CNN, GAN and more
Deep Learning using Tensorflow Course - Opensource since Nov 2015 and roots in Google Brain team. Library for doing Complex Numerical Computation to build ma...

​Thing that you should definitely read https://arxiv.org/abs/1806.07366

🔗 [1806.07366] Neural Ordinary Differential Equations

​How Do Neural Networks Work? | Artificial Intelligence and Deep Learning Explained | Frank Kane

🔗 How Do Neural Networks Work? | Artificial Intelligence and Deep Learning Explained | Frank Kane
In this video, Udemy instructor, Frank Kane explains how Neural Networks Work. Artificial intelligence may sound complicated and scary – but that is just bec...

​Geometric Deep Learning

🔗 Geometric Deep Learning
Geometric Deep Learning is able to draw insights from graph data. That includes social networks, sensor networks, the entire Internet, and even 3D Objects (i...

7 Tips to Getting a Data Science Job Faster
https://towardsdatascience.com/7-tips-to-getting-a-data-science-job-faster-a5a1e871366?source=collection_home---4------0---------------------