Liang

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10 Data Science, Machine Learning and AI Podcasts You Must Listen To

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Machine Learning

Google's AI Built Its Own AI That Outperforms Any Made by Humans

Should we be worried?<p>In May 2017, researchers at Google Brain announced the creation of AutoML, an artificial intelligence (AI) that's capable of …

Transform anything into a vector – Insight Data

entity2vec: Using cooperative learning approaches to generate entity vectors<p><i>Javed Qadrud-Din</i> <i>previously worked as a business architect at IBM Watson.</i> …

Introduction To Neural Networks

<i>This tutorial was originally posted here on Ben's blog, GormAnalysis.</i>Artificial Neural Networks are all the rage. One has to wonder if the catchy …

Approximate Nearest Neighbours for Recommender Systems

One challenge that recommender systems face is in quickly generating a list of the best recommendations to show for the user. These days many …

Amazon Using AI, Big Data To Accelerate Profits

Amazon wants you to take wardrobe advice from a connected gadget.<p>It brought personal digital assistants into our kitchens with Echo, a connected speaker. Now it can see, so Amazon wants to come into our bedrooms to help us choose more flattering outfits.<p>The new Echo Look appliance features a …

What are machine learning engineers?

We've been talking about data science and data scientists for a decade now. While there’s always been some debate over what “data scientist” means, …

Machine Learning

Firing on All Cylinders: The 2017 Big Data Landscape

It feels good to be a data geek in 2017. Last year, we asked “Is Big Data Still a Thing?”, observing that since Big Data is largely “plumbing”, it …

Big Data

Microsoft Releases R Server 9.1 with GPU Powered Deep Learning and Pre-Trained Cognitive Models

Microsoft has announced R Server 9.1, a step forward for the company’s commercial machine learning platform. This release contains a number of …

Machine Learning

Introduction To Amazon Redshift Spectrum — Redefining Performance

Last week Amazon Web Services (AWS) announced a launch of Amazon Redshift Spectrum, a feature that enables running SQL queries against the data …

Cloud Computing

Serverless computing might finally deliver on the promise of the cloud

The original promise of cloud computing was simple: no longer would you need to buy, configure, and maintain racks and racks of servers in hopes of …

Successful Machine Learning Requires Three Things: Cloud, Big Data Technologies, and Skilled People

Attend an industry conference this year and you’ll find that machine learning – a term sometimes used interchangeably with artificial intelligence …

Building a new experiment pipeline with Spark

Tien Nguyen | Pinterest engineer, Data<p>At Pinterest we rely heavily on A/B experiments to make decisions about products and features. Every day we aim …

Managing a Large-scale Spark Cluster with Mesos

At Metamarkets, we ingest more than 100 billion events per day, which are processed both realtime and batch. We store received events to our Kafka …

Ubiquitous Computing

Build a Real-time Stream Processing Pipeline with Apache Flink on AWS | Amazon Web Services

<i>This post has been translated into Japanese.</i><p>In today’s business environments, data is generated in a continuous fashion by a steadily increasing …

Cloud Computing

An Introduction to Presto

In today’s blog, I will be introducing you to a new open-source distributed SQL query engine, Presto. It is designed for running SQL queries over Big …

​Know your enemy: This analytics startup aims to track rivals' every online move

With its algorithm for collecting data on business rivals' online activities, competitive-intelligence startup Kompyte is preparing for a new round …

Top 100 Sites for Marketers

With the rapidly evolving landscape of the marketing mix, fueled by the MarTech revolution, the growth of influencer marketing and content marketing, …

Marketing

What Google's grand Go victory means: Technology is about to get a lot smarter

On Wednesday afternoon in Seoul, two players faced off in a game of Go - one of civilisation’s oldest board games. But this game was different to the billions played in the game’s 3,000-year history.<p>For the first time ever, a computer program beat the world champion at the strategy game at which …

Board Games

Startups: Never Start With More Than a Minimum Viable Product

<i>It's almost always a bad idea to try and launch with more than you need.</i><p>When you come up with an idea for a business--and I'm talking moment of conception here--it's usually very simple. You see X need and develop Y solution for it. Then, you go nuts thinking about all the improvements, expansions, …

Startups

Salesforce buys machine learning startup PredictionIO

PredictionIO's technology will be rolled into SalesforceIQ, but could come in handle for the Internet of things cloud too.<p>Salesforce has acquired …

The One Thing You Should Never Discuss During a Pitch Meeting

<i>The Entrepreneur Insiders network is an online community where the most thoughtful and influential people in America’s startup scene contribute</i> …

List of 25+ Natural Language Processing APIs - KongHQ

API #<p>Title<p>Link<p>1<p>Stremor Automated Summary and Abstract Generator<p>Language Heuristics goes a step beyond Natural Language Processing to extract intent …

Enterprises, Time to Dive Into Natural Language Applications

by Jennifer Zaino Consumers are getting more and more used to having natural language interactions with their applications, whether in the form of …

Data Management

Educate yourself on AI: Seven books to get you started

Want to get your head around artificial intelligence? These seven non-technical books on AI offer context and insights into a complex subject.<p>From …

Apple has bought 2 artificial-intelligence companies in 4 days

Bloomberg reports that Apple has bought Perceptio, a company that makes image-recognition technology for smartphones, its second AI deal in four days.<p>Perceptio was developing "deep learning" technology for smartphones, that allowed phones to independently identify images without relying on external …

AWS Introduces Kinesis Firehose To Move Sensor Data To Cloud

Today at AWS re:invent, Amazon introduced a new service called Kinesis Firehose to move data streaming from sensors and other locations directly to the cloud.<p>As Andy Jassy, SVP at AWS, pointed out, the company launched Kinesis a few years ago to take this kind of streaming data and build custom …

Cloud Computing