Problem Definition

Problem Definition

A Complete Machine Learning Project Walk-Through in Python: Part One Putting the machine learning pieces together Reading through a data science book or taking a course, it can feel like you have the individual pieces, but don’t quite know how to put...

George Seif

George Seif

Google’s AutoML will change how businesses use Machine Learning Google’s AutoML is a new up-and-coming (alpha stage) cloud software suite of Machine Learning tools. It’s based on Google’s state-of-the-art research in image recognition called Neural A...

Cloud Computing using Google Colab

Cloud Computing using Google Colab

Automated Machine Learning on the Cloud in Python An introduction to the future of data science Two trends have recently become apparent in data science: Data analysis and model training is done using cloud resources Machine learning pipelines are al...

Simon Greenman

Simon Greenman

Who Is Going To Make Money In AI? Part I We are in the midst of a gold rush in AI. But who will reap the economic benefits? The mass of startups who are all gold panning? The corporates who have massive gold mining operations? The technology giants w...

Ben Weber

Ben Weber

Data Science for Startups: Introduction I recently changed industries and joined a startup company where I’m responsible for building up a data science discipline. While we already had a solid data pipeline in place when I joined, we didn’t have proc...

Why Math?

Why Math?

Linear Algebra for Deep Learning The Math behind every deep learning program. Deep Learning is a subdomain of machine learning, concerned with the algorithm which imitates the function and structure of the brain called the artificial neural network....

Image Classification

Image Classification

Categorizing Listing Photos at Airbnb Large-scale deep learning models are changing the way we think about images of homes on our platform. Authors: Shijing Yao, Qiang Zhu Airbnb is a marketplace featuring millions of homes. Travelers around the worl...

Michael Jordan

Michael Jordan

Artificial Intelligence — The Revolution Hasn’t Happened Yet Artificial Intelligence (AI) is the mantra of the current era. The phrase is intoned by technologists, academicians, journalists and venture capitalists alike. As with many phrases that cro...

Joe Birch

Joe Birch

Exploring Firebase MLKit on Android: Introducing MLKit (Part one) At Google I/O this year we saw the introduction of Firebase MLKit, a part of the Firebase suite that intends to give our apps the ability to support intelligent features with more ease...

Do Clustering by “Dimensional Collapse”

Do Clustering by “Dimensional Collapse”

Share Tweet Problem Image that someone in a bank want to find out whether some of bank’s credit card holders are acctually the same person, so according to his experience, he set a rule: the people share either the same address or the same phone numb...