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Machine Learning


Use Kaggle to start (and guide) your ML/ Data Science journey — Why and How


Measuring Model Goodness — Part 1

It doesn’t matter how good your model is. At all. — Julia Evans

Data and AI are transforming businesses worldwide from finance, manufacturing and retail to healthcare, telecommunications and education. At the core of this transformation is the…


Airtel XLabs: Transformed by Data

Airtel is world’s third largest telco with ~400 million subscribers in 16 countries and provides…


Intel Data Science Interview

Intel — AI Chip behemoth hits $1 billion a year, with target of $10 billion by 2022.

Intel wants the entire world to be AI enabled as it knows that it will be one of the big players supplying the…


PyTorch Style Transfer Tutorial

In 2015, Leon A. Gatys et al. published a paper using deep neural networks to transfer the style of one…


Knowing Your Adversary: How Alibaba is Training Smarter Online Fraud Detectors

This article is part of the Academic Alibaba series and is taken from the paper entitled “Adversarial Detection with Model Interpretation” by Ninghao Liu and Xia Hu and Hongxia Yang, accepted by


Day 94 — AC-GAN for MNIST Dataset

今日主題:使用AC-GAN產生模擬MNIST資料

參考資料

  1. eriklindernoren/Keras-GAN

筆記

今天要玩的主題是AC-GAN,之前的文章中有大概介紹過這種對抗網路,今天就來研究一下別人的實作程式碼是怎麼寫的。

  • Packages

A SPARC of Genius: How Alibaba is Revolutionizing Rare Category Analysis

This article is part of the Academic Alibaba series and is taken from the paper entitled “SPARC: Self-Paced Network Representation for Few-Shot Rare Category Characterization” by Dawei Zhou, Jingrui He


Who Knows Whom: Connecting the Right People with Interactive Paths Embedding

This article is part of the Academic Alibaba series and is taken from the paper entitled “Interactive Paths Embedding for Semantic Proximity Search on Heterogeneous Graphs” by Zemin Liu, Vincent W


Difficulties in Adapting Machine Learning

Machine Learning is one of the trending topics in today’s digital world. It is a type of Artificial Intelligence (AI) in which the software gives you the ability to learn based on data. For instance, you must have noticed how YouTube, Amazon and many other…


Vize.ai — New Insights to Help you Understand your Visual Content

The article is also published at Ximilar AI Blog.

This update is huge! Even though this summer in Europe is really hot, we are working hard to improve Vize to become a tool that helps you…


The CyberSift Packet Capture Parser —What do we mean by “Anomaly Analysis”?

This article is part of a series on the CyberSift Packet Capture Parser. In this article we’ll introduce anomaly analysis in the context of cybersecurity and discuss which methods we did and did not…